Actuarial Science

ACTS 4301 Long Term Actuarial Mathematics I (3 semester credit hours) The purpose of this class is to develop the student's knowledge of the theoretical basis of life contingent actuarial models and the application of those models to insurance and other financial risks. Life contingencies, survival models, life insurances, annuities, and premiums will be studied. This class covers parts of SOA Exams FAM and ALTAM. Prerequisites: STAT 4351 with a grade C- or higher and ACTS 4308 with a grade C- or higher. (3-0) T

ACTS 4302 Investment and Financial Markets (3 semester credit hours) This 3 semester credit hour course develops the student's knowledge of the theoretical basis of certain actuarial models and the application of those models to insurance and other financial risks. The topics discussed include mean-variance portfolio theory, asset pricing models, market efficiency and behavioral finance, investment risk and project analysis, capital structure, main methods of capital budgeting, equity and debt, forwards and futures, and introduction to options. This class covers parts of CAS exam 3F and serves as a Finance Component of the SOA VEE requirement in Accounting and Finance. Prerequisites: STAT 4351 with a grade C- or higher and ACTS 4308 with a grade C- or higher. (3-0) T

ACTS 4303 Long Term Actuarial Mathematics II (3 semester credit hours) The purpose of this class is to further develop the students' knowledge of the theoretical basis of life contingent actuarial models and the application of those models to insurance and other financial risks. Reserves for insurances and annuities, multi-state models, long-term insurance coverages, pension plans and retirement benefits will be studied. This class covers parts of SOA Exams FAM and ALTAM. Prerequisite: ACTS 4301 with a grade C- or higher. (3-0) Y

ACTS 4304 Short Term Actuarial Mathematics I (3 semester credit hours) The purpose of this class is to develop the student's knowledge of the severity, frequency and aggregate risk models and the application of those models to insurance and other financial risks. Property and casualty insurance coverages, health insurance, loss reserving, ratemaking, coverage modifications and risk measures will be discussed. This class covers parts of SOA Exams FAM and ASTAM; CAS Exams MAS I, MAS II, and 5. Prerequisite: STAT 4352 with the grade C- or higher. (3-0) T

ACTS 4305 Short Term Actuarial Mathematics II (3 semester credit hours) The purpose of this class is to develop the students' knowledge of the construction and selection of parametric frequency and aggregate models. The students will understand and be able to construct and estimate parameters for parametric models using Maximum Likelihood estimation techniques and perform model selection using graphical procedures, hypothesis tests, including Chi-square goodness-of-fit, Kolmogorov-Smirnov and Likelihood ratio (LRT) tests. This class covers parts of SOA Exams FAM and ASTAM; CAS Exams MAS I, MAS II and 5. Prerequisite: ACTS 4304 with a grade C-. (3-0) Y

ACTS 4306 Actuarial Probability as Problem Solving (3 semester credit hours) Topics in actuarial probability via solving problems. This class covers topics of Exam 1/P. Prerequisite: STAT 4351 or instructor consent required. (3-0) R

ACTS 4307 Statistics for Risk Modeling (3 semester credit hours) The purpose of this class is to provide an understanding of the basics of several important analytic methods such as linear models, time series models, principal components and cluster analysis, and decision trees. This class covers parts of the SOA Exam SRM and leads the student to the deeper preparation for the SOA Exam PA - Predictive Analytics. May be repeated for credit (6 semester credit hours maximum). Prerequisites: STAT 3355 and STAT 4352. (3-0) Y

ACTS 4308 Actuarial Financial Mathematics (3 semester credit hours) The purpose of this 3 semester credit hour course is to provide an understanding of the fundamental concepts of financial mathematics, and how those concepts are applied in calculating present and accumulated values for various streams of cash flows as a basis for future use in: reserving, valuation, pricing, asset liability management, investment income, capital budgeting, and valuing contingent cash flows. The topics discussed include loans, bonds, and annuities. This class covers parts of the CAS Exam 2 and the SOA Exam FM. Prerequisite: MATH 3351 with a grade of C- or higher. (3-0) R

ACTS 4309 Theory of Options (3 semester credit hours) This 3 semester course develops the student's knowledge of the theory of options. The topics discussed include general properties of options, binomial pricing models, Black-Scholes option pricing model, option Greeks, exotic options and risk management. This class covers parts of CAS exam 3F, topics on the SOA FAP capstones and exam ALTAM. Prerequisite: ACTS 4302 with grade C- or higher. (3-0) Y

ACTS 4310 Predictive Analytics (3 semester credit hours) This 3 semester credit hour course provides a solid introduction to the implementation of various predictive analytic methods in two major statistical /machine learning software R and Python. Each student will complete a final project using insurance data. This class covers parts of the SOA Predictive Analytics (PA) exam. Prerequisites: (STAT 3355 and ACTS 4307 with grade C- or higher) or instructor consent required. (3-0) Y

ACTS 4311 Theory of Credibility (3 semester credit hours) This 3 semester credit hour course provides a solid introduction to credibility theory as a set of quantitative tools that allows an insurer to perform prospective experience ratings (adjust future premiums based on past experience) on a risk or group of risks. Students will learn how to resolve the problem of combining information from two samples, one of which is small but very relevant, the other is large but less relevant. Different approaches such as limited fluctuation or classical credibility, Bayesian, Bhlmann, and Bhlmann-Straub credibility will be studied and applied in practical settings. This class covers parts of the SOA exams FAM-S (Fundamentals of Actuarial Mathematics - Statistics), ASTAM (Advanced Short Term Actuarial Mathematics), as well as CAS exam MAS II (Modern Actuarial Statistics II). Prerequisite: ACTS 4304 with a grade C- or higher. (3-0) Y

Biology

BIOL 1318 (BIOL 2316) Human Genetics (3 semester credit hours) Elementary course in the fundamentals of human genetics. Topics include patterns of inheritance; DNA structure and replication; gene function; mutation and its role in genetic diseases, cancer, and the immune system; matters of sex; evolution; genetic engineering and gene therapy; forensics and bioethics. This course is specifically designed for non-majors. (3-0) Y

BIOL 1350 Body Systems (3 semester credit hours) Examines the organ systems of mammals, predominantly the human. Function in relation to structure is emphasized. The effects of one organ system on others is stressed. The overall objective of the course is an appreciation of the integration and control of all systems. This course is specifically designed for non-majors. (3-0) R

BIOL 1V00 Topics in Biological Sciences (1-6 semester credit hours) May be repeated for credit as topics vary (6 semester credit hours maximum). A fee of up to $200 may be required depending on topic. ([1-6]-0) R

BIOL 1V01 Topics in Biological Sciences with Lab (1-6 semester credit hours) May be repeated as topics vary (6 semester credit hours maximum). Lab fee of $30 required. ([1-5]-[1-5]) R

BIOL 1V95 Individual Instruction in Biology (1-6 semester credit hours) Individual study under a faculty member's direction. May be repeated for credit as topics vary (6 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

BIOL 2111 Introduction to Modern Biology Workshop I (1 semester credit hour) Problem solving and discussion related to the subject matter in BIOL 2311. Prerequisites: ((CHEM 1311 or CHEM 1315 or equivalent) and (CHEM 1312 or CHEM 1316)) or CHEM 1301. Corequisite: BIOL 2311. (1-0) S

BIOL 2112 Introduction to Modern Biology Workshop II (1 semester credit hour) Problem solving and discussion related to the subject matter in BIOL 2312. Corequisite: BIOL 2312. (1-0) S

BIOL 2281 Introductory Biology Laboratory (2 semester credit hours) Introductory lectures discuss the theoretical and historical aspects of the experiments carried out in the laboratory. Laboratory experiments introduce the student to bioinformatics, basic cellular biology, and structure and function of proteins and nucleic acids. Computer exercises in bioinformatics involve multiple alignment analyses, BLAST and literature searches, and construction of phylogenetic trees. Laboratory experiments include microscopy, microbial techniques, yeast genetics, and the electrophoretic behavior of normal and mutant proteins. DNA related experiments include isolation (nuclear and mtDNA), amplification, restriction digests, electrophoresis, plasmid mapping, and transformations. Lab fee of $30 required. Prerequisite: BIOL 2311 (also see prerequisites for BIOL 2311). ([0-1]-[1-2]) S

BIOL 2311 (BIOL 1306) Introduction to Modern Biology I (3 semester credit hours) Presentation of some of the fundamental concepts of modern biology, with an emphasis on the molecular and cellular basis of biological phenomena. Topics include the chemistry and metabolism of biological molecules, elementary classical and molecular genetics, and selected aspects of developmental biology, physiology (including hormone action), immunity, and neurophysiology. An online subscription fee of up to $150 is required for this course for online homework access. Prerequisites: ((CHEM 1311 or CHEM 1315) and (CHEM 1312 or CHEM 1316)) or CHEM 1301. Corequisite: BIOL 2111. (3-0) S

BIOL 2312 (BIOL 1307) Introduction to Modern Biology II (3 semester credit hours) The overall emphasis will be on organ physiology and regulatory mechanisms involving individual organs and organ systems. Factors considered will be organ development and structure, evolutionary processes and biological diversity, and their effects on physiological mechanisms regulating the internal environment. An online subscription fee of up to $200 is required for this course for online homework access. Corequisite: BIOL 2112. (3-0) S

BIOL 2350 Biological Basis of Health and Disease (3 semester credit hours) Fundamentals of pathophysiology, focusing on the dynamic processes that cause disease, give rise to symptoms, and signal the body's attempt to overcome disease. The course covers diseases which may affect dramatically the life of an individual and society in the modern age. Topics include 1) mechanisms of infectious disease, immunity, and inflammation and 2) alterations in structure and function of the reproductive, circulatory, respiratory, and urinary systems. Special emphasis is given to preventative aspects for each disease based on non-drug, wellness-promoting approaches. This course is designed as a science elective open to all majors. (3-0) S

BIOL 2V00 Topics in Biological Sciences (1-6 semester credit hours) May be repeated as topics vary (6 semester credit hours maximum). Instructor consent required. A fee of up to $200 may be required depending on topic. ([1-6]-0) R

BIOL 2V01 Topics in Biological Sciences with Lab (1-6 semester credit hours) May be repeated as topics vary (6 semester credit hours maximum). Lab fee of $30 required. Additional prerequisites may be required depending on the specific course topic. ([1-5]-[1-5]) R

BIOL 2V95 Individual Instruction in Biology (1-6 semester credit hours) Individual study under a faculty member's direction. May be repeated for credit as topics vary (6 semester credit hours maximum). Additional prerequisites may be required depending on the specific course topic. Instructor consent required. ([1-6]-0) S

BIOL 3091 Undergraduate Research in Biology (0 semester credit hours) Subject and scope are to be determined on an individual basis. Credit/No Credit only. May be repeated for credit as topics vary. Additional prerequisites may be required depending on the specific course topic. Instructor consent required. (0-0) R

BIOL 3203 Introduction to Microbiology Lab (2 semester credit hours) Students will learn basic aseptic techniques along with use of microscopes and basic staining methods. The exercises will incorporate isolation, culture, and identification of common microorganisms. The laboratory will focus on experiments demonstrating principles of microbial physiology, classification, antibiotic resistance, as well as practice with data analysis, basic computational skills, and safety practices for protecting the microbiologist and the workspace from microbial contamination. Lab fee of $30 required. Prerequisite or Corequisite: BIOL 3303. (0-4) S

BIOL 3303 Introduction to Microbiology (3 semester credit hours) Microbes contribute to major biogeochemical processes, live in environments inhospitable to other organisms, and may comprise the majority of biomass on Earth. They form beneficial symbioses with multicellular organisms and play critical roles in the development of those organisms. In contrast to these beneficial roles, certain microbes are global public health concerns. This course surveys the form and function of the microbial world. Prerequisites: (BIOL 2281 or equivalent) and BIOL 2311 and BIOL 2312. (3-0) S

BIOL 3305 Evolutionary Analysis (3 semester credit hours) Molecular and fossil evidence for evolution. Darwinian natural selection, mechanisms of evolution, Mendelian genetics in populations, forms of adaptation, evolutionary trees, molecular phylogeny, theories on the origin of life. Prerequisite: BIOL 3301. (3-0) Y

BIOL 3312 Introduction to Programming for Biological Sciences (3 semester credit hours) This course is an introduction to programming practices using C++ designed specifically for students in the biological sciences. Special emphasis will be put in particular features of C++ like object oriented programming, some data structures as well as applications to process, model and analyze biological data. One goal of this course is to provide a strong background on programming skills on a basic level while leaving more advanced techniques of software development and algorithms for other advanced courses. This course also covers an introduction to data analysis with R, a statistical platform used widely in the biological sciences community. Prerequisites: (BIOL 2281 or equivalent) and BIOL 2311 and BIOL 2312. (3-0) Y

BIOL 3313 Biomedical Systems and Modeling (3 semester credit hours) An introduction to the computational analysis of biomedical systems through lectures and in-class exercises. The course covers all typical aspects of dynamical modeling, including the choice of a modeling framework from among alternative approaches, design of interaction diagrams, identification of variables and processes, set-up of systems models, concepts of approximation, analysis of steady sates, stability, sensitivity, numerical evaluations of transients, and phase-plane analysis. Hands-on simulations are representative of biomedical scenarios, including models regularly used in the pharmaceutical industry. All theoretical concepts are illustrated with hands-on examples and applications. Prerequisites: (BIOL 2281 or equivalent) and (BIOL 2311 or equivalent) and (BIOL 2312 or equivalent) and (MATH 2417 or equivalent). (3-0) P

BIOL 3315 Epigenetics (3 semester credit hours) Almost all cell types in our body share the same genetic information, but they perform very different functions. For example, our nerve cells are morphologically and functionally distinct from our muscle cells. How can the same genome give rise to hundreds of distinct cell types in our body? How can different diseases affect identical twins sharing the same genetic information? Why our parents and grandparents' diet and health may have lasting influences in our own health? The field of epigenetics emerged over the past decades to tackle these fundamental questions that intersect our genome, development, environment and disease. This course will provide a broad overview of epigenetic phenomena and epigenetic mechanisms with weekly lectures and small group discussions of primary literature. The course will introduce students to seminal works in epigenetics and recent developments with the goal of instilling critical knowledge of the field. Prerequisites: BIOL 3401 or equivalent or instructor consent required. (3-0) Y

BIOL 3318 Forensic Biology (3 semester credit hours) Role and methodology of biological testing in criminal investigation and forensic science. Analysis of the procedures and methodologies employed in the collection, preservation and screening of biological evidence, and protein and DNA testing. Population genetics employed during the statistical evaluation of data is covered. The course is structured to allow individuals with and without biological training to participate. The subject matter will be developed from the concept of "What is DNA?" through "What does a statistical estimate really mean?" (3-0) T

BIOL 3320 Applied Genetics (3 semester credit hours) Genetic model organisms such as the flatworm (Planaria), fruit fly (Drosophila melanogaster), nematode (Caenorhabditis elegans), and the zebrafish (Danio rerio) are the cornerstones of biomedical research. These organisms known for their simplicity of structure and gene similarity to humans have been seminal in advancing our understanding of many biological processes and human diseases. In this inquiry-based course, learners will apply basic principles of genetic model systems, transmission genetics, and molecular genetics to investigate important biological concepts such as embryonic cell division, stem cells and regeneration, Mendelian inheritance, gene mutations, and phenotypes. Throughout this exploratory course, students will gain practical hands-on experience conducting basic culturing, genetic manipulation, and phenotypic analysis necessary to utilize genetic model organisms in their investigation. Learners will engage in class discussions and activities to draw connections between the concepts learned in class and their real-time application(s) in biomedical sciences. To cover the costs of live organisms and consumables used in class projects, students will pay a supply fee of up to $50 (determined per semester) to the bookstore. Prerequisites: (BIOL 2281 or equivalent) and BIOL 2311 and (BIOL 2111 or equivalent) and BIOL 2312 and (BIOL 2112 or equivalent). (3-0) S

BIOL 3325 Drug Development to Clinical Trials (3 semester credit hours) This course covers the process of drug development and the journey of the drug from lab to clinical trials to the pharmaceutical industry. Students will learn and discuss the fundamentals of the drug development process as well as the phases and types of clinical trials in detail. Students will complete group projects, present as a group, and prepare group reports based on specific therapeutic areas. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and (BIOL 2311 or equivalent) and (BIOL 2312 or equivalent). (3-0) R

BIOL 3335 Microbial Physiology (3 semester credit hours) Life processes of microbes: fermentations, N2 assimilation, and other biochemical pathways specific to bacteria; cellular structure and differentiation, among others. Substitutes for BIOL 3362 or CHEM 3362 for Biology majors. Prerequisites: BIOL 2311 and (BIOL 3461 or CHEM 3461). (3-0) T

BIOL 3336 Protein and Nucleic Acid Structure (3 semester credit hours) Examines the different types of protein motifs, protein and DNA folding and stability, and the relation of structure to function. Circular dichroism, NMR, and crystallographic methods of structural determination are presented. Types of proteins considered include transcription factors, proteinases, membrane proteins, proteins in signal transduction, proteins of the immune system, and engineered proteins. Students also receive instruction in the viewing and manipulation of protein and DNA structures using various modeling programs and data from national websites. Prerequisite: BIOL 3461 or CHEM 3461. (3-0) T

BIOL 3337 Bioinformatics (3 semester credit hours) This course introduces mathematical and computational methods for analyzing and interpreting molecular biology data. The focus will be on biological sequence (DNA, RNA, and protein) analysis and its applications. Topics include working with biological databases, sequence alignment and analysis, molecular phylogeny and evolution, protein structure, and prediction. Prerequisites: (MATH 2414 or MATH 2419) and (STAT 2332 or STAT 3332). (Same as MATH 3336 and BIMS 3336 and STAT 3336) (3-0) Y

BIOL 3355 Clinical Pathophysiology (3 semester credit hours) The focus of this course is to meet the interests of the students who plan to become professionals working in the health-care field. The strategic goal of the course is to make students internalize the notion of the complexity of the processes leading to the onset and the development (pathogenesis) of a diseased condition, to emphasize the concept of the unbalanced homeostatic regulation underlying any pathology. To understand the idea of the involvement of all body systems in the seemingly "local" manifestations of a disease, and to realize the importance of the mind-body connections in the subjective and objective characteristics of an individual ailment and its influence on the process of sanogenesis (recovery). We will incorporate the most recent scientific data into the fundamentals of pathophysiology and discuss the classical typological problems like the etiology, diagnosis, clinical characteristics, treatment, and the prognosis of the condition. The pathological conditions that will be covered in this course include the infectious diseases and some immune disorders, the diseases of the reproductive, cardiovascular, respiratory, and urinary systems. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2312. ([1-3]-0) S

BIOL 3357 Mammalian Physiology with Lab (3 semester credit hours) This course will focus on human body systems and physiological pathways related to organ system functions and control including, but not limited to, central nervous system control and feedback, cardiovascular, respiratory, and neuromuscular physiology as well as topics such as blood pressure regulation and exercise physiology. This course will use computer software and electronic instrumentation for performing electrocardiography, electromyography, electroencephalography, plethysmography, pulmonary function analysis, polygraph analysis, and biofeedback. An iClicker app fee of up to $20 is required for this course. Prerequisites: (BIOL 3455 or equivalent) and (BIOL 3456 or equivalent) and instructor consent required. (3-1) S

BIOL 3370 Exercise Physiology (3 semester credit hours) Examines the operation and adaptation of human organ systems (cardiovascular, respiratory, renal, skeletal, and hormonal) during exercise. Clinical aspects of exercise, including the effects of training, nutrition, performance, and ergogenic aids, are also discussed. An iClicker app fee of up to $20 is required for this course. Prerequisites: BIOL 2312 and (BIOL 2311 or equivalent). (3-0) S

BIOL 3380 Biochemistry Laboratory (3 semester credit hours) Current techniques in the purification and characterization of enzymes to demonstrate fundamental principles that are utilized in modern biochemistry and molecular biology research laboratories. Practical skills taught include micropipetting, basic solution preparation, conducting pH measurements, isolating crude enzyme extracts, and performing standard activity assays. Advanced experiments with Green Fluorescent Protein and Lactate Dehydrogenase include Ni++-NTA affinity chromatography, ion chromatography, protein detection using Bradford, Lowry, and spectrophotometric assays, SDS-PAGE separation, Western Blot analysis, and enzyme kinetics. Lab fee of $30 required. A Top Hat subscription fee of up to $40 is required for this course. Prerequisite: BIOL 2281 or CHEM 2401 or equivalent. Prerequisite or Corequisite: BIOL 3461 or CHEM 3461. (1-4) S

BIOL 3385 Medical Histology (3 semester credit hours) Medical histology will cover the microscopic structure and function of human cells and tissues that make up the organ systems in normal and pathological conditions. The lecture component will include understanding of relevant disease and pathophysiological conditions from a histological standpoint. The laboratory component of this course will involve the microscopic study of cells and tissues using the compound light microscope and prepared slides. Laboratory studies will complement and correlate with the study of cells and tissue organization. Prerequisites: BIOL 2311 and BIOL 2312. (1.5-3) S

BIOL 3388 Honey Bee Biology (3 semester credit hours) This survey course explores the biology of honey bees at the colony, organism, and molecular levels. Topics include honey bee anatomy, nest architecture, caste development and social organization, reproduction and genetic diversity, pheromones and communication, foraging behavior, colony reproduction, pest and disease management, and basic beekeeping. Optional hands on experience may be provided. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2311 and BIOL 2312. (3-0) Y

BIOL 3401 Genetics (4 semester credit hours) The phenomenon of heredity, its cytological and molecular basis; gene expression and transfer of genetic information, with a major focus on bacterial and model eukaryotic systems; genetic recombination and chromosome mapping; tetrad analysis; mutations and their role in understanding function; genetic interactions; application of recombinant DNA techniques to genetic analysis. Landmark experiments and their analysis. Problem solving and discussion related to concepts covered in lectures. An online subscription fee of up to $200 may be required for this course for online homework access. Prerequisites: BIOL 2311 and (BIOL 2281 or CHEM 2401 or equivalent) and (CHEM 2323 or equivalent). (4-0) S

BIOL 3402 Molecular and Cell Biology (4 semester credit hours) Structural organization of eukaryotic cells; regulation of cellular activities; protein targeting; vesicular trafficking; membranes and transport; cell cycle regulation; cancer; stem cells, and current cell biology techniques. Problem solving and discussion related to concepts covered in lectures. An online subscription fee of up to $125 may be required for this course for online homework access. Prerequisites: BIOL 3401 and (BIOL 3461 or CHEM 3461) or equivalent. (4-0) S

BIOL 3455 Human Anatomy and Physiology with Lab I (4 semester credit hours) First of a two-course sequence providing a comprehensive study of the basic principles of human physiology in conjunction with a detailed, model-based human anatomy laboratory and computer-assisted physiology experiments. Examination of structure-function relationships includes a survey of human histology and skeletal, muscular, neural, and sensory organ systems. Lab fee of $30 required. An online subscription fee of up to $120 is required for this course for online homework access. Prerequisite: BIOL 2312 or equivalent. (3-3) S

BIOL 3456 Human Anatomy and Physiology with Lab II (4 semester credit hours) Continuation of the comprehensive study of the basic principles of human physiology in conjunction with a detailed, model-based human anatomy laboratory and computer-assisted physiology experiments. Endocrine, cardiovascular, respiratory, digestive, renal, and reproductive systems are examined. Lab fee of $30 required. Prerequisite: BIOL 3455 or equivalent. (3-3) S

BIOL 3461 Biochemistry I (4 semester credit hours) Structures and chemical properties of amino acids; protein purification and characterization; protein structure and thermodynamics of polypeptide chain folding; catalytic mechanisms, kinetics, and regulation of enzymes; energetics of biochemical reactions; generation and storage of metabolic energy associated with carbohydrates; oxidative phosphorylation and electron transport mechanisms; photosynthesis. Problem solving methodology in biochemistry; discussion of recent advances in areas related to the subject matter. Prerequisites: (CHEM 2323 or equivalent) and (CHEM 2325 or equivalent). (Same as CHEM 3461) (4-0) S

BIOL 3462 Biochemistry II (4 semester credit hours) Breakdown and synthesis of lipids; membrane structure and function; nitrogen metabolism and fixation; nucleotide metabolism; structure and properties of nucleic acids; sequencing and genetic engineering; replication, transcription, and translation; chromosome structure; hormone action; biochemical basis of certain pathological processes. Problem-solving methodology in biochemistry; discussion of recent advances in areas related to the subject matter. Prerequisite: BIOL 3461 or CHEM 3461 or equivalent, or instructor consent required. (Same as CHEM 3462) (4-0) S

BIOL 3520 General Microbiology with Lab (5 semester credit hours) Majors course in general microbiology. Lectures include topics recommended by the Education Division of the American Society for Microbiology: microbial structure, diversity, growth and growth control, metabolism, genetics, and gene regulation. Among additional topics covered are virology, immunology and microbial diseases (plant and animal) including epidemiology, transmission, and host-microbe interactions. The laboratory focuses on developing laboratory skills in classical microbiology by the individual student. Exercises include various staining and pure culture techniques, biochemical and other in vitro testing, as well as isolation and identification of unknown organisms. Lab fee of $30 required. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and (BIOL 2311 and BIOL 2312) or equivalent and CHEM 2323. (2-3) Y

BIOL 3V00 Topics in Biological Sciences (1-6 semester credit hours) May be repeated as topics vary (9 semester credit hours maximum). Additional prerequisites may be required depending on the specific course topic. A fee of up to $200 may be required depending on topic. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2311 and BIOL 2312 or equivalent. ([1-6]-0) S

BIOL 3V01 Topics in Biological Sciences with Lab (1-6 semester credit hours) May be repeated as topics vary (6 semester credit hours maximum). Lab fee of $30 required. Additional prerequisites may be required depending on the specific course topic. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2311 and BIOL 2312 or equivalent. ([1-5]-[1-5]) R

BIOL 3V15 Research Practicum for UT-PACT (1-6 semester credit hours) Students in the UT-PACT program participate in clinical or biomedical research projects under the joint supervision of UT Southwestern faculty and UT Dallas UT-PACT program coordinator. Students receive training in relevant research methodology and research ethics prior to placement in clinical settings. Consult with UT-PACT program coordinator prior to enrollment for information on prerequisites and minimum on-site hours. May be repeated for credit. (9 semester credit hours maximum). UT-PACT program coordinator consent required. ([1-6]-0) S

BIOL 3V40 Topics in Molecular and Cell Biology (1-6 semester credit hours) May be repeated as topics vary (9 semester credit hours maximum). Lab fee of $30 required. Additional prerequisites may be required depending on the specific course topic. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2311 and BIOL 2312 or equivalent. ([1-6]-[0-5]) S

BIOL 3V81 Clinical Medicine I (1-6 semester credit hours) Clinical Medicine is a component of the UT Partnership in Advancing Clinical Transition (UT PACT) program that addresses clinical competencies in the medical profession, including communication skills, professional identity formation, interprofessional teamwork, and medical ethics. Students participate in small group sessions, clinical preceptorships, and hospital rotations at UT Southwestern Medical Center. Enrollment is limited to students who have completed at least one year of the UT PACT Program. Credit/No Credit only. UT PACT advisor consent required. Lab fee of $30 required. ([1-6]-[1-9]) Y

BIOL 3V82 Clinical Medicine II (1-6 semester credit hours) Clinical Medicine II addresses clinical competencies in the medical profession, building on skills already addressed in Clinical Medicine I and other parts of the UT Partnership in Advancing Clinical Transition (UT PACT) curriculum. Topics to be addressed include the application of basic science to clinical practice, interpersonal skills in medicine, cultural competency, and professionalism and medical ethics in clinical settings. Students participate in small group sessions and clinical preceptorships and rotations at UT Southwestern Medical Center. Enrollment is limited to students who have completed their second year in the UT PACT Program. Credit/No Credit only. UT PACT advisor consent required. Lab fee of $30 required. Prerequisite: BIOL 3V81. ([1-6]-[1-9]) Y

BIOL 3V83 Clinical Medicine III (1-6 semester credit hours) Clinical Medicine III is a continuation of Clinical Medicine I and II that is offered to students in the UT Partnership in Advancing Clinical Transition (UT PACT) program, to be taken during students' third academic year at UT Dallas. Enrollment is limited to students who have completed Clinical Medicine I and II, and at least two years of the UT PACT Program. UT PACT advisor consent required. Lab fee of $30 required. ([1-6]-[1-9]) Y

BIOL 3V84 Clinical Medicine IV (1-6 semester credit hours) Clinical Medicine IV is a continuation of Clinical Medicine I, II, and III that is offered to students in the UT Partnership in Advancing Clinical Transition (UT PACT) program to be taken during students' third academic year at UT Dallas. Enrollment is limited to students who have completed Clinical Medicine I, II, and III, and at least two years of the UT PACT Program. Credit/No Credit only. UT PACT advisor consent required. Lab fee of $30 required. ([1-6]-[1-9]) Y

BIOL 3V90 Undergraduate Readings in Biology (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-3]-0) S

BIOL 3V91 Undergraduate Research in Biology (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-3]-0) S

BIOL 3V93 Undergraduate Research in Biochemistry (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-3]-0) S

BIOL 3V94 Topics in Biology: Individual Instruction (1-6 semester credit hours) Individual study under a faculty member's direction. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-6]-0) S

BIOL 3V96 Undergraduate Research in Molecular and Cell Biology (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-3]-0) S

BIOL 4002 Undergraduate TA Apprenticeship (0 semester credit hours) Development and practice of teaching skills in the classroom and laboratory in the biological sciences. Credit/No Credit only. May be repeated for credit. Instructor consent required. (0-0) R

BIOL 4302 TA Apprenticeship (3 semester credit hours) Development and practice of teaching skills in the classroom and laboratory in the biological sciences. May be repeated only once for credit (6 semester credit hours maximum). Instructor consent required. (3-0) S

BIOL 4305 Molecular Evolution (3 semester credit hours) This course describes principles and models of evolutionary theory at the molecular level. It focuses primarily on the evolution of nucleotide sequences including genes, pseudogenes, and genomes as well as amino acid sequences used to study the evolution of proteins, protein complexes, and interactions. Phylogenetics and current leading quantitative models of sequence evolution are discussed in detail. Recent methods on amino acid evolution and its connections to molecular structure and function are also studied. Relevant examples of molecular evolution presented in this course include protein interactions, signaling networks, and viral evolution. Students learn computational tools and algorithms used to study evolution at the molecular level and work on a proposal-like research project applying tools and concepts learned in class to investigate new research questions in their area of specialization. Prerequisites: BIOL 3401 and BIOL 3402 or equivalents. (3-0) S

BIOL 4308 Developmental Biology (3 semester credit hours) Molecular mechanisms controlling development in eukaryotes, with emphasis on the early stages of morphogenesis. Prerequisites: (BIOL 3401 or equivalent) and (BIOL 3461 or CHEM 3461 or equivalent), or instructor consent required. (3-0) R

BIOL 4310 Cellular Microbiology (3 semester credit hours) The course covers topics related to pathogenesis of infectious diseases in the context of host cell properties. It introduces various human pathogens and describes their virulence, and explores the evolutionary aspects of how pathogens interact with their host cells and how host cells defend themselves against invading microorganisms. Topics include bacterial toxins and secretion mechanisms, virus infections, microbial invasion and intracellular parasitism, manipulation of host cell functions and induction of cell death by pathogens, innate and acquired defense mechanisms of the host, inflammation, sepsis, and advances of microbial genomics involving human microbiome, vaccines, and anti-infectives. The course aims to complement the scientific knowledge and principles established in cell biology, medical microbiology, and immunology with appropriate relevance to clinical applications involving parasitology and infectious disease control. Prerequisite: BIOL 2311. (3-0) Y

BIOL 4317 Cellular and Molecular Medicine of Human Diseases (3 semester credit hours) This course is designed to provide upper level undergraduate students with current understandings of and experimental approaches (e.g. animal models) to human diseases with emphasis on cellular and molecular basis of cancer, metabolic diseases, inflammation, and tissue injuries. Students will become aware of the most recent advancements in biomedical research and the contributions of various animal models to basic and clinical studies. Students are also expected to acquire the necessary skills to interpret and present recent landmark research articles. Sessions include lectures, seminars from invited guest lecturers, and journal article presentations. Prerequisites: (BIOL 3401 and BIOL 3402 and BIOL 3461) or instructor consent required. (3-0) R

BIOL 4325 Nutrition and Metabolism (3 semester credit hours) This course examines nutrient utilization and requirements with an emphasis on multifaceted links between diet, health, genetics, microbiome, and diseases. The course intends to support studies towards medicine, health professions, biomedical research, and biotechnology. Topics cover the basis of nutritional physiological phenomena and metabolic hemostasis in the context of human development, aging, exercise, health, and diseases. Integration of energy metabolism and physiological requirements concerning macronutrients and major vitamins and minerals as well as benefits of potentially-protective compounds in food are reviewed. How unbalanced intake of nutrients contributes to the initiation, development, and severity of various chronic diseases, including coronary heart disease, atherosclerosis, lipidemia, hypertension, diabetes, obesity, osteoporosis, thyroid disorders, immune dysfunction, inflammatory conditions, cancer, and dysbiosis are discussed with relevance to clinical nutrition and public health. The course also introduces the fields of microbiomics, nutrigenomics, nutrigenetics, and chrononutrition to explore evolving concepts concerning the influence of diet on intestinal microbiota and the effect of foods and sleep on metabolism and genes. Prerequisite or Corequisite: BIOL 3461 or equivalent. (3-0) S

BIOL 4330 Advanced Research in Molecular and Cell Biology (3 semester credit hours) This course aims to show students how to carry out original research and to teach them some practical approaches and techniques used in a research laboratory. Advanced research approaches and techniques will be used to investigate fundamental molecular and cellular processes in eukaryotic cells and organisms. Practical skills that will be taught and applied include the following: growth and monitoring of bacterial and yeast cultures, plasmid DNA isolation, restriction digest analysis, DNA cloning, polymerase chain reaction (PCR), bacterial and yeast transformation with DNA. Advanced techniques include fluorescent microscopy, beta-galactosidase, and fluorescent reporter assays, cancer cell cultures, protein extraction, protein purification, and immunohistochemistry. Lab fee of $30 required. Prerequisites: (BIOL 2281 or CHEM 2401 or equivalent) and BIOL 2311 and CHEM 2125. (1-5) S

BIOL 4337 Seminal Papers in Biology (3 semester credit hours) Theoretical and experimental papers in selected areas of biology will be discussed in a senior seminar format. The historical and biographical context of the papers and their authors will also be explored. The areas to be covered in any semester will vary with the instructor. Each student is expected to make an oral presentation and to prepare a written paper. Prerequisites: (BIOL 3401 and BIOL 3402) and (BIOL 3461 or CHEM 3461) and (BIOL 3462 or CHEM 3462) or equivalents. (3-0) S

BIOL 4341 Genomics (3 semester credit hours) Fundamentals of how the human genome sequence was acquired and the impact of the human genome era on biomedical research, medical care and genetic testing. Also covered is the impact new tools such as DNA microarray, real time PCR, mass spectrometry and bioinformatics will have on approaches to how scientific questions are investigated. The class will be a mixture of didactic lectures and paper presentations on examples of applied genomics. There will be two computer-based labs where students will perform online bioinformatics and data mining using the NCBI public database. Prerequisite: (BIOL 3401 or equivalent) with a grade of C or better. (3-0) T

BIOL 4345 Immunobiology (3 semester credit hours) Interactions of antigens and antibodies. Fine structure of antibodies. Tissues and cells of the immune system. Response of B and T lymphocytes to antigens. Cellular interactions in humoral and cell-mediated immunity. Genetic basis of antibody diversity. Immunity and infectious diseases. Suggested additional preparation: BIOL 3402. Prerequisites: CHEM 2323 and CHEM 2325. (3-0) T

BIOL 4350 Medical Microbiology (3 semester credit hours) This course will cover the methods used for identification of pathogenic organisms and the study of these organisms in relation to their disease process in humans. We will also cover at the molecular level important concepts such as microbial virulence, the control of bacterial growth, and host responses to infection. Prerequisite: (BIOL 3401 or equivalent) or BIOL 3520 or (BIOL 3303 and BIOL 3203). (3-0) R

BIOL 4353 Molecular Biology of HIV/AIDS (3 semester credit hours) Topics include a discussion of the history and epidemiology of AIDS, the likely origins of human immunodeficiency virus (HIV), and the molecular and cell biology of HIV replication. The cell biological basis of the immunodeficiency induced by HIV infection is examined, as well as that of common accompanying pathologies such as Kaposi's sarcoma. The molecular basis of a variety of existing and potential anti-viral therapies is considered. Suggested prerequisite: BIOL 3402. (3-0) T

BIOL 4356 Molecular Neuropathology (3 semester credit hours) Molecular Neuropathology course offers a 360 degree view on neurological diseases and the underlying molecular causes. In this course, we will be looking at the pathology of the brain and CNS in various diseases. Following a look at the pathology, we will dive into the molecular aspects of the same diseases looking at it from the genetic and protein structure-function point of view. We love an open class format and enjoy discussions on the various topics on the syllabus. Prerequisites: BIOL 3401 and BIOL 3402 and (BIOL 3461 or CHEM 3461) or their equivalents or instructor consent required. (3-0) S

BIOL 4357 Molecular Neuropathology II (3 semester credit hours) Molecular Neuropathology course offers a 360 degree view on neurological diseases and the underlying molecular causes. In this course, we will be looking at the pathology of the brain and CNS in various diseases. Following a look at the pathology, we will dive into the molecular aspects of the same diseases looking at it from the genetic and protein structure-function point of view. We love an open class format and enjoy discussions on the various topics on the syllabus. Prerequisites: BIOL 3401 and BIOL 3402 and (BIOL 3461 or CHEM 3461) or their equivalents or instructor consent required. (3-0) Y

BIOL 4360 Evolution and Development (3 semester credit hours) The objective of the course is to integrate evolutionary biology and developmental biology into a common framework, focusing on the evolution of developmental pathways as a basis for the evolution of animal morphology. This is a reading intensive course with a heavy focus on scientific research. Prerequisite or Corequisite: BIOL 3401 or equivalent. (3-0) S

BIOL 4365 Advanced Human Physiology (3 semester credit hours) Function and integration of human organ systems. The role of these systems in the adaptation of humans to, and their interaction with, the environment. Maintenance and perturbation of homeostasis. Pathophysiological basis of certain diseases. Prerequisite: BIOL 3402 or equivalent or instructor consent required. (3-0) R

BIOL 4366 Molecular Biology of Cancer (3 semester credit hours) Cancer biology and anti-cancer therapeutics are among the most rapidly advancing fields in life sciences. This course aims to teach the latest knowledge germane to the molecular biology of cancer. The following areas of cancer molecular biology will be covered: oncogenes, tumor suppressor genes and functions, metastasis, angiogenesis, tumor metabolism, tumor microenvironment, tumor immunology and immunotherapy, clonal evolution and tumor heterogeneity, tumor hypoxia and therapy resistance. Students will also read and discuss the primary literature in this field. Prerequisite: BIOL 3402 or equivalent. (3-0) T

BIOL 4371 General and Molecular Virology (3 semester credit hours) What is a virus? What is the basis of virus/host specificity? How do viruses replicate? This course will cover virus structure, classification, gene expression, and replication. Once we have covered the basics using a few select model systems, we will consider selected groups of viruses from each of the three domains of life and discuss in detail virus replication from attachment to release of progeny virions (and/or alternative fates such as lysogeny, abortive infections and others). This course is designed for upper level undergraduate students who have a firm grasp on the basics of Central Dogma: transcription, translation, replication, as well as a background in bacteriology and eukaryotic cell biology. BIOL 3402 is recommended but not required. Prerequisites: BIOL 2311 and BIOL 2312. (3-0) Y

BIOL 4380 Cell and Molecular Biology Laboratory (3 semester credit hours) Current techniques that are utilized in a modern molecular biology research laboratory. Practical skills taught include monitoring bacterial growth, phenotype testing, plasmid isolation, restriction digest analysis, DNA cloning, and DNA fingerprinting using the polymerase chain reaction (PCR). Advanced techniques include fundamental microscopy, DNA transfection and general characterization of animal cell cultures, sub-cellular fractionation using differential centrifugation, basic immunological techniques, and chemical mutagen testing. Lab fee of $30 required. Prerequisite: BIOL 3380. Prerequisite or Corequisite: BIOL 3402 or equivalent. (1-4) S

BIOL 4385 Oral Histology and Embryology (3 semester credit hours) This course will provide exposure to and broad coverage of maxillofacial and oral histological structures and embryology of the face, neck, and teeth using lectures and electronic images of calcified and soft tissue cells. Prerequisites: (BIOL 3461 or equivalent) and (BIOL 3455 or BIOL 3456) or instructor consent required. (3-0) S

BIOL 4390 Senior Readings in Molecular and Cell Biology (3 semester credit hours) For students conducting independent literature research and scientific writing in Biology or Molecular and Cell Biology. Subject and scope to be determined on an individual basis. Topics may vary. Additional prerequisites may be required depending on the specific course topic. Instructor consent required. (3-0) S

BIOL 4391 Senior Research in Molecular and Cell Biology (3 semester credit hours) For students conducting laboratory research and scientific writing in Biology or Molecular and Cell Biology. Subject and scope to be determined on an individual basis. Topics may vary. Additional prerequisites may be required depending on the specific course topic. Instructor consent required. (3-0) S

BIOL 4399 Senior Honors Research for Thesis in Molecular and Cell Biology (3 semester credit hours) For students conducting independent laboratory research for honors in Biology or Molecular and Cell Biology. Besides the university specifications the student should contact the undergraduate academic advisor in biology for program requirements. Topics may vary. Additional prerequisites may be required depending on the specific course topic. Instructor consent required. (3-0) S

BIOL 4461 Biophysical Chemistry (4 semester credit hours) For students interested in the interface between biochemistry and structural biology. Provides an advanced treatment of the physical principles underlying modern molecular biology techniques. Topics include classical and statistical thermodynamics, biochemical kinetics, transport processes (e.g., diffusion, sedimentation, viscosity), chemical bonding, and spectroscopy. Prerequisites: (PHYS 1301 or PHYS 2325 or equivalent) and (BIOL 3461 or CHEM 3461 or equivalent). (4-0) Y

BIOL 4V00 Special Topics in Biology (1-6 semester credit hours) May be repeated as topics vary (9 semester credit hours maximum). Additional prerequisites may be required depending on the specific course topic. A fee of up to $200 may be required depending on topic. Prerequisites: (BIOL 3401 and BIOL 3402) and (BIOL 3461 or CHEM 3461) or their equivalents or instructor consent required. ([1-6]-0) S

BIOL 4V01 Topics in Biological Sciences with Lab (1-6 semester credit hours) May be repeated as topics vary (6 semester credit hours maximum). Lab fee of $30 required. Additional prerequisites may be required depending on the specific course topic. Prerequisites: (BIOL 3401 and BIOL 3402) and (BIOL 3461 or CHEM 3461) or their equivalents or instructor consent required. ([1-5]-[1-5]) R

BIOL 4V40 Special Topics in Molecular and Cell Biology (1-6 semester credit hours) May be repeated as topics vary (9 semester credit hours maximum). Lab fee of $30 required. Additional prerequisites may be required depending on the specific course topic. Prerequisites: (BIOL 3401 and BIOL 3402) and (BIOL 3461 or CHEM 3461) or their equivalents or instructor consent required. ([1-6]-[0-5]) S

BIOL 4V81 Clinical Research Lab (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary (6 credit hours maximum). Additional prerequisites may be required. Instructor consent required. Prerequisite: STAT 3332. (Same as BIMS 4V81) ([1-3]-0) R

BIOL 4V95 Advanced Topics in Biology (Individual Instruction) (1-6 semester credit hours) Individual study under a faculty member's direction. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([1-6]-0) S

BIOL 4V99 Senior Honors Research in Molecular and Cell Biology (3-6 semester credit hours) For students conducting independent research for honors theses or projects. Besides the university specifications, the student should contact the undergraduate advisor in biology for program requirements. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required depending on the specific course topic. ([3-6]-0) S

Biomedical Sciences

BIMS 1101 Introduction to Biomedical Sciences (1 semester credit hour) The course discusses through lectures and case studies the goals, concepts, and challenges encountered in Biomedical Sciences. (1-0) S

BIMS 3335 Informatics and Programming (3 semester credit hours) Topics include an introduction to computer programming using Python and R and their application to data processing, visualization, and simulation, as well as simple analyses of data. May not be used to satisfy degree requirements for Data Science, Engineering, or Computer Science majors. Prerequisites: (MATH 1325 or MATH 2413) and (STAT 1342 or STAT 2332 or STAT 3332). (Same as MATH 3335 and STAT 3335) (3-0) Y

BIMS 3336 Bioinformatics (3 semester credit hours) This course introduces mathematical and computational methods for analyzing and interpreting molecular biology data. The focus will be on biological sequence (DNA, RNA, and protein) analysis and its applications. Topics include working with biological databases, sequence alignment and analysis, molecular phylogeny and evolution, protein structure, and prediction. Prerequisites: (MATH 2414 or MATH 2419) and (STAT 2332 or STAT 3332). (Same as MATH 3336 and STAT 3336 and BIOL 3337) (3-0) Y

BIMS 3337 Elements of Biostatistics and Epidemiology (3 semester credit hours) Topics include linear regression, analysis of categorical data, analysis of variance, power and sample size calculations, survival analysis, and implementation of methods using software tool R. Prerequisites: (MATH 2414 or MATH 2419) and either STAT 3355 or ((STAT 2332 or STAT 3332) and (MATH 3335 or STAT 3335)). (Same as STAT 3337) (3-0) Y

BIMS 3V96 Undergraduate Research in Biomedical Sciences (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary. Instructor consent required. Additional prerequisites may be required. ([1-3]-0) R

BIMS 4338 Biostatistics and Machine Learning Lab (3 semester credit hours) This course is intended to provide hands-on experience in biomedical data analysis. Topics include introduction to common machine learning methods for classification and regression, and their implementation in the R or Python programming language. The course has a research project requirement. The deliverables will include a final project report. Prerequisite: STAT 3337 or BIMS 3337. (Same as STAT 4338) (3-0) Y

BIMS 4380 Advanced Research in Biomedical Sciences (3 semester credit hours) This course aims to show students how to carry out original research and to teach them some practical approaches and techniques used in a research laboratory. Advanced research approaches and techniques will be used to investigate fundamental molecular and cellular processes in eukaryotic cells and organisms. Practical skills that will be taught and applied. Lab fee of $30 required. (1-4) R

BIMS 4V81 Clinical Research Lab (1-3 semester credit hours) Subject and scope to be determined on an individual basis. May be repeated for credit as topics vary (6 credit hours maximum). Additional prerequisites may be required. Instructor consent required. Prerequisite: STAT 3332. (Same as BIOL 4V81) ([1-3]-0) R

BIMS 4V96 Epidemiological Research Lab (1-6 semester credit hours) May be repeated for credit as topics vary 6 semester credit hours maximum). Prerequisites: BIMS 3337 or STAT 3337 and instructor consent required. ([1-6]-0) R

Chemistry

CHEM 1111 (CHEM 1111) General Chemistry Laboratory I (1 semester credit hour) Introduction to the chemistry laboratory. Experiments are designed to demonstrate concepts covered in CHEM 1311; including properties and reactions of inorganic substances and elementary qualitative and quantitative analysis. Course online access fees of up to $150 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Lab fee of $30 required. Corequisite: CHEM 1311. (0-3) S

CHEM 1112 (CHEM 1112) General Chemistry Laboratory II (1 semester credit hour) A continuation of CHEM 1111 demonstrating the concepts covered in CHEM 1312, including acid-base chemistry, reaction kinetics, electrochemistry, polymers, and organic synthesis. Course online access fees of up to $150 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Lab fee of $30 required. Prerequisite: CHEM 1111 or CHEM 1115. Corequisite: CHEM 1312. (0-3) S

CHEM 1115 Honors Freshman Chemistry Laboratory I (1 semester credit hour) This course and its follow-on (CHEM 1116) reinforce the concepts of Freshman Chemistry via experiments. Students are offered the opportunity to acquire basic laboratory skills and an appreciation for the presence of chemistry in daily living through a combination of laboratory and computer experiments and applied research modules. Lab fee of $30 required. Corequisite: CHEM 1315. (0-3) Y

CHEM 1116 Honors Freshman Chemistry Laboratory II (1 semester credit hour) A continuation of CHEM 1115. This course reinforces concepts presented in CHEM 1316. Lab fee of $30 required. Prerequisite: CHEM 1115. Corequisite: CHEM 1316. (0-3) Y

CHEM 1301 General Chemistry for Engineers (3 semester credit hours) Covers fundamental concepts and selected material developed in a traditional two-semester General Chemistry lecture sequence (CHEM 1311 and CHEM 1312), with a focus on those important for Engineering students. May not be used to fulfill degree requirements for pre-health majors. Students will also be registered for the exam section. Department consent required. (3-0) S

CHEM 1311 (CHEM 1311) General Chemistry I (3 semester credit hours) Introduction to elementary concepts of chemistry theory. The course emphasizes chemical reactions, the mole concept and its applications, and molecular structure and bonding. Students will also be registered for the exam section. Course online access fees of up to $150 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Corequisite: CHEM 1111. (3-0) S

CHEM 1312 (CHEM 1312) General Chemistry II (3 semester credit hours) A continuation of CHEM 1311 treating metals; solids, liquids, and intermolecular forces; chemical equilibrium; electrochemistry; organic chemistry; rates of reactions; and environmental, polymer, nuclear, and biochemistry. Students will also be registered for the exam section. Course online access fees of up to $150 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Prerequisite: CHEM 1311 or CHEM 1315. Corequisite: CHEM 1112. (3-0) S

CHEM 1315 Honors Freshman Chemistry I (3 semester credit hours) An advanced course dealing with the principles of structure and bonding and the physical laws that govern the interactions of molecules. The course is intended for students who have a solid background in chemistry at the secondary level and the desire to explore general chemistry concepts more deeply. Corequisite: CHEM 1115. (3-0) Y

CHEM 1316 Honors Freshman Chemistry II (3 semester credit hours) A continuation of the presentation of concepts begun in CHEM 1315. This course will present advanced topics including those in organic, biochemistry, and environmental chemistry. Prerequisite: CHEM 1315 or instructor consent required. Corequisite: CHEM 1116. (3-0) Y

CHEM 2123 (CHEM 2123) Introductory Organic Chemistry Laboratory I (1 semester credit hour) The experimental skills associated with organic functional group reactions. Lab fee of $30 required. Corequisite: CHEM 2323. (0-4) S

CHEM 2125 (CHEM 2125) Introductory Organic Chemistry Laboratory II (1 semester credit hour) Continuation of Introductory Organic Chemistry Laboratory I (CHEM 2123). Lab fee of $30 required. Prerequisites: CHEM 2123 and CHEM 2323. Corequisite: CHEM 2325. (0-4) S

CHEM 2127 Honors Organic Chemistry Laboratory I (1 semester credit hour) Introduction to the experimental skills required for organic reactions. Experiments are designed to demonstrate concepts covered in CHEM 2327. Lab fee of $30 required. Corequisite: CHEM 2327. (0-3) Y

CHEM 2128 Honors Organic Chemistry Laboratory II (1 semester credit hour) Continuation of CHEM 2127. This course reinforces concepts presented in CHEM 2328, including reactions of aromatic and carbonyl containing compounds and the use of spectroscopy to identify reaction products. Lab fee of $30 required. Prerequisite: CHEM 2127. Corequisite: CHEM 2328. (0-3) Y

CHEM 2130 Introductory Organic Chemistry for Medical Science Laboratory (1 semester credit hour) The experimental skills associated with organic functional group reactions. Topics covered include fundamental skills, as well as selected experiments developed in a traditional two-semester Introductory Organic Chemistry Laboratory sequence (CHEM 2123 and CHEM 2125). Required course for students in the Partnership in Advancing Clinical Transition (UT-PACT) Program. May not be used to fulfill degree requirements for pre-health majors. Lab fee of $30 required. Corequisites: CHEM 2330 and instructor consent required. (0-4) Y

CHEM 2233 Introductory Organic Chemistry Laboratory (2 semester credit hours) Introduction to the experimental skills associated with organic functional group reactions. This course is designed to reinforce concepts presented in CHEM 2323 and CHEM 2325. Course consists of a hands-on laboratory and a separate associated lecture. Lab fee of $30 required. Prerequisite: CHEM 2323. Corequisite: CHEM 2325. (1-3) S

CHEM 2237 Honors Organic Chemistry Laboratory (2 semester credit hours) Introduction to the experimental skills associated with organic functional group reactions. This course is designed to reinforce concepts presented in CHEM 2327 and CHEM 2328. Course consists of a hands-on laboratory and a separate associated lecture. Lab fee of $30 required. Prerequisite: CHEM 2327. Corequisite: CHEM 2328. (1-3) Y

CHEM 2323 (CHEM 2323) Introductory Organic Chemistry I (3 semester credit hours) The covalent bond. Organic chemistry: aliphatic and aromatic compounds; covalent inorganic and organometallic compounds; a survey of the organic functional groups and their typical reactions; stereochemistry. The first course in organic chemistry. Satisfies the basic organic chemistry lecture requirements for pre-health profession students. Students will also be registered for the exam section. Prerequisite: CHEM 1312 or CHEM 1316. (3-0) S

CHEM 2324 Introductory Organic Chemistry for Engineers (3 semester credit hours) Covers fundamental concepts and selected material developed in a traditional two-semester Introductory Organic Chemistry lecture sequence (CHEM 2323 and CHEM 2325), with a focus on those important for Engineering students. May not be used to fulfill degree requirements for pre-health majors. Prerequisites: (CHEM 1301 or CHEM 1312 or CHEM 1316) and department consent required. (3-0) Y

CHEM 2325 (CHEM 2325) Introductory Organic Chemistry II (3 semester credit hours) Continuation of CHEM 2323. Methods of structure determination. Synthesis, degradation, spectroscopy. Naturally occurring compounds: carbohydrates, amino acids and proteins, lipids, alkaloids. Students will also be registered for the exam section. Prerequisite: CHEM 2323. Corequisite: CHEM 2233. (3-0) S

CHEM 2327 Honors Organic Chemistry I (3 semester credit hours) This course, intended for students who have a solid background in general chemistry, offers a unified overview of fundamental organic chemistry, providing students with an integrated understanding of molecular architecture, molecular transformations, reaction energetics and mechanisms, synthetic strategy, and structure determination. Prerequisites: (CHEM 1312 or CHEM 1316) and instructor consent required. (3-0) Y

CHEM 2328 Honors Organic Chemistry II (3 semester credit hours) A continuation of the presentation of concepts begun in CHEM 2327. This course will present advanced topics including properties and reactions of aromatic compounds, reactions of carbonyl containing compounds, and the use of spectroscopic techniques to determine the structure of organic compounds. Prerequisite: CHEM 2327. Corequisite: CHEM 2237. (3-0) Y

CHEM 2330 Introductory Organic Chemistry for Medical Science (3 semester credit hours) Covers fundamental concepts and selected material developed in a traditional two-semester Introductory Organic Chemistry lecture sequence (CHEM 2323 and CHEM 2325). Required course for students in the Partnership in Advancing Clinical Transition (UT-PACT) Program. May not be used to fulfill degree requirements for pre-health majors. Prerequisites: (CHEM 1312 or CHEM 1316) and instructor consent required. Corequisite: CHEM 2130. (3-0) Y

CHEM 2401 Introductory Quantitative Methods in Chemistry (4 semester credit hours) A study of the theory, applications, and calculations involved in the methods of analysis. Theory and practice of volumetric, gravimetric, and spectrophotometric methods. Lab fee of $30 required. Prerequisites: CHEM 1112 and CHEM 1312. (2-6) Y

CHEM 2V01 Topics in Chemistry (1-3 semester credit hours) Subject matter will vary from semester to semester. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-3]-0) R

CHEM 3321 Physical Chemistry I (3 semester credit hours) Fundamental properties of macroscopic biophysical chemical systems are introduced and described in quantitative terms. A core of topics in thermodynamics, molecular motion, kinetics, molecular distributions and statistical thermodynamics is supplemented with topics germane to students taking physical chemistry with biophysical applications. Students will also be registered for the exam section. CHEM 3361 is recommended. Prerequisites: CHEM 2325 and (MATH 2415 or MATH 2451 or MATH 3351) or instructor consent required. (3-0) Y

CHEM 3322 Physical Chemistry II (3 semester credit hours) Fundamental microscopic properties of matter and radiation are discussed. A core of topics including quantum chemistry, atomic and molecular structure and spectroscopy, non-bonded interactions, and computational chemistry is supplemented with topics germane to students taking physical chemistry with biophysical applications. Students will also be registered for the exam section. Prerequisites: CHEM 2325 and (MATH 2415 or MATH 2451 or MATH 3351) or instructor consent required. (3-0) Y

CHEM 3341 Inorganic Chemistry I (3 semester credit hours) Survey of inorganic chemistry with emphasis on the modern concepts and theories of inorganic chemistry including electronic and geometric structure of inorganic compounds. Topics address contemporary physical and descriptive inorganic chemistry. Prerequisites: (CHEM 2323 and CHEM 2325) or equivalent. (3-0) Y

CHEM 3461 Biochemistry I (4 semester credit hours) Structures and chemical properties of amino acids; protein purification and characterization; protein structure and thermodynamics of polypeptide chain folding; catalytic mechanisms, kinetics, and regulation of enzymes; energetics of biochemical reactions; generation and storage of metabolic energy associated with carbohydrates; oxidative phosphorylation and electron transport mechanisms; photosynthesis. Problem solving methodology in biochemistry; discussion of recent advances in areas related to the subject matter. Prerequisites: (CHEM 2323 or equivalent) and (CHEM 2325 or equivalent). (Same as BIOL 3461) (4-0) S

CHEM 3462 Biochemistry II (4 semester credit hours) Breakdown and synthesis of lipids; membrane structure and function; nitrogen metabolism and fixation; nucleotide metabolism; structure and properties of nucleic acids; sequencing and genetic engineering; replication, transcription, and translation; chromosome structure; hormone action; biochemical basis of certain pathological processes. Problem-solving methodology in biochemistry; discussion of recent advances in areas related to the subject matter. Prerequisite: CHEM 3461 or BIOL 3461 or equivalent, or instructor consent required. (Same as BIOL 3462) (4-0) S

CHEM 3471 Advanced Chemical Synthesis Laboratory (4 semester credit hours) Careful handling practices and controlled variation of reaction parameters to obtain high yield syntheses. Use of standard separation techniques and spectrophotometric methods to identify reaction products and assess their purity. Lab fee of $30 required. Prerequisites: ((CHEM 2233 or CHEM 2237) and CHEM 2401) or instructor consent required. (1-7) Y

CHEM 3472 Instrumental Analysis (4 semester credit hours) Basic processes, instrumentation and applications of ultraviolet, visible, fluorescence, atomic and mass spectroscopy, electrochemistry, surface and microanalysis, and separations. Emphasis will be placed upon acquisition, treatment, and interpretation of data and report writing. Lab fee of $30 required. Prerequisite: CHEM 2401. (2-6) Y

CHEM 3V92 Undergraduate Research in Biochemistry (2-6 semester credit hours) Students will pursue an independent project under the supervision of a member of the Chemistry, Biology, or UT Southwestern faculty. May be repeated for credit (9 semester credit hours maximum). Instructor consent required. ([2-6]-0) S

CHEM 4310 Introduction to Programming and Machine Learning for Chemistry (3 semester credit hours) This course will start by introducing chemistry students to basic computer programming concepts, with an emphasis on topics important for chemistry research such as the retrieval, processing and analysis of chemistry data. The course will primarily use the Python language, due to its availability and current popularity in scientific programming, and a brief overview of other languages will also be included. Students will learn how to programmatically access online chemistry databases such the Protein Data Bank and retrieve data, and use the numpy and scipy libraries to analyze chemical data sets. Finally, we will introduce the principles underlying machine-learning, including using the scikit-learn machine-learning libraries to train models to predict the properties of molecules and materials. Prerequisite: CHEM 3321 or CHEM 3322. (3-0) R

CHEM 4311 Classical Simulations for Biological and Condensed Systems (3 semester credit hours) This course will focus on the application of the classical simulations to investigate and understand bio-related problems. The topics covered in this class include force field development, molecular dynamics (MD) simulations, free energy methods, and hybrid quantum mechanics and molecular mechanics (QM/MM) simulations. Prerequisites: (CHEM 3461 or BIOL 3461 or equivalent) and CHEM 3321 and CHEM 3322. (3-0) R

CHEM 4330 Organometallic Chemistry (3 semester credit hours) The course will cover the structure and reactivity of organotransition metal complexes, the fundamentals of transition metal catalysis, and survey reactions and catalysts that are widely applied in bulk or fine chemical synthesis. Emphasis will be placed on the mechanisms of the catalytic reactions. Prerequisite: CHEM 2325. (3-0) R

CHEM 4332 Total Synthesis of Natural Products (3 semester credit hours) This course covers the reactions, strategies, and tactics needed to tackle the challenge presented by architecturally complex natural products. Examples of cutting-edge methods for bond-forming reactions will be presented, as will the tools necessary to logically analyze and build complex molecular targets. The course covers the principles of retrosynthetic analysis with the goal of teaching the students how to logically analyze complex molecular targets and design a total synthesis, two highly coveted skills in a world where many industries (such as drug discovery and development) are moving toward increasingly complex targets. Prerequisite: CHEM 2325 or CHEM 2328. (3-0) R

CHEM 4334 Spectroscopy (3 semester credit hours) Students will learn spectroscopic techniques for structure determination of organic compounds. Techniques will include infrared spectroscopy (IR), mass spectrometry (MS), and nuclear magnetic resonance spectroscopy (1H NMR, 13C NMR and 2-dimensional NMR). (3-0) R

CHEM 4335 Polymer Chemistry (3 semester credit hours) Macromolecules. Synthesis, structure, and properties of polymers. Polymer-polymer and polymer-solvent interactions. Applications in industry and biochemistry. Prerequisite: (CHEM 3321 or CHEM 3322) or instructor consent required. (3-0) Y

CHEM 4340 Advanced Polymer Science and Engineering (3 semester credit hours) Polymer structure-property relations, Glass transition temperature and mechanical properties of polymers, thermoplastics, thermosets, and elastomers, rheology of polymers, biodegradable and biocompatible polymers for drug delivery. Prerequisite: CHEM 2325. (3-0) R

CHEM 4342 Nanomedicine: Fundamentals and Applications (3 semester credit hours) Integration of nanotechnology and medicines is revolutionizing disease diagnosis and treatment. In this course, we will discuss nano-bio interactions and transport at the cellular and animal levels and how to use these interactions and transport to address long-standing challenges in cancer and other diseases. Prerequisites: (CHEM 2323 or CHEM 2327) and CHEM 3472. (3-0) R

CHEM 4355 Computational Modeling (3 semester credit hours) This course will introduce students to computational modeling approaches commonly used to tackle chemical and biophysical problems. Prerequisites: CHEM 3321 and (MATH 2451 or MATH 3351) or instructor consent required. (3-0) Y

CHEM 4361 Physical Biochemistry (3 semester credit hours) Protein structure, fundamental metabolism, structures and properties of macromolecules, interactions with electromagnetic radiation, thermodynamics of macromolecular solutions, transport processes, and other topics. Prerequisite: CHEM 3461 or BIOL 3461 or equivalent. (3-0) R

CHEM 4369 Bioinorganic Chemistry (3 semester credit hours) The course will cover advanced topics in bioinorganic chemistry including: principles of coordination chemistry, crystal and ligand field theory, inorganic elements in biochemistry, biological metal ligands, metalloproteins and metalloenzymes, oxygen transport and activation, electron transfer in metalloproteins, metal transport (membranes, energy, channels, pumps), and metals in medicine. Prerequisites: (CHEM 3461 or BIOL 3461 or equivalent) and CHEM 3341. (3-0) R

CHEM 4370 Carbon Capture and Sequestration (3 semester credit hours) The goal of this course is to provide students with a modern view of current and emerging research in carbon capture and sequestration (CCS). Topics will include our current understanding of CO2 in and around the planet, the geological storage of CO2, and the science and technology of capturing CO2 with a focus on material chemistry aspects. Development of analytical methods and characterization tools for assessing CCS properties and materials will also be discussed. Through this series of lectures, students will learn about contemporary research related to CCS, as well as learn to develop, analyze, and compare various CCS solutions. Prerequisite: CHEM 2325. (3-0) R

CHEM 4375 Supramolecular Chemistry (3 semester credit hours) This course would cover fundamental host-guest chemistry, self-assembly through polymeric materials, and extended solid-state structures (coordination polymers and MOFs). Applications of supramolecular chemistry in the design of molecular machines and synthetic enzyme and protein mimics will also be a major component. The concepts behind practical techniques for characterizing supramolecular complexes and interactions (Job Plots, solution and solid phase spectroscopy, calorimetry, etc.) will also be covered. (3-0) R

CHEM 4381 Green Chemistry and Green Fuels (3 semester credit hours) This course encompasses the study of the sources, reactions, transport, effects, and fates of chemical species in water, soil, and air environments and the effects of technology thereon. Prerequisite: CHEM 2325 or instructor consent required. (3-0) T

CHEM 4390 Research and Advanced Writing in Chemistry (3 semester credit hours) For students conducting independent research and scientific writing. Students will pursue an independent project under the supervision of a member of the Chemistry faculty. Subject and scope to be determined on an individual basis. This course satisfies the university advanced writing requirement. Instructor consent required and submission of research plans with approval from supervising faculty and the Undergraduate Committee in Chemistry. Prerequisite: at least 3 semester credit hours of undergraduate research (e.g. CHEM 4V91). (3-0) S

CHEM 4399 Research and Advanced Writing in Chemistry for Honors Students (3 semester credit hours) For students conducting independent research for honors theses or projects. Satisfies the university advanced writing requirement. Prerequisites: Senior level standing with at least 3 semester credit hours of undergraduate research (e.g. CHEM 4V91), and consent of supervising faculty and (filing a research plan approved by supervising faculty and the Undergraduate Committee in Chemistry prior to the 12th class day). (3-0) S

CHEM 4473 Physical Measurements Laboratory (4 semester credit hours) Modules may include topics in physical chemistry and biophysics such as bio-nanotechnology, calorimetry, centrifugation, computational methods, computer-instrument interfaces, electrochemistry, electronics, kinetics, literature skills, property of matter, spectroscopy, and statistical methods. Lab fee of $30 required. Prerequisites: ((CHEM 3321 or CHEM 3322) and CHEM 3472) or instructor consent required. (1-7) Y

CHEM 4V01 Topics in Chemistry (1-9 semester credit hours) Subject matter will vary from semester to semester. Examples would include, as required, bioorganic chemistry, industrial processes, applied spectroscopy, drugs and people, practical analysis, or other topics that span several subdisciplines. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-9]-0) R

CHEM 4V91 Research in Chemistry (2-6 semester credit hours) Students will pursue an independent project under the supervision of a member of the Chemistry faculty. May be repeated for credit (12 semester credit hours maximum). Instructor consent required. ([2-6]-0) S

Geosciences

GEOS 1103 (GEOL 1103) Physical Geology Laboratory (1 semester credit hour) A laboratory to accompany GEOS 1303. The exercises include mineral and rock identification. Topographic maps, geologic maps, and aerial photographs are used to study surface landforms, geologic phenomena and tectonic processes.Lab fee of $30 required. Prerequisite or Corequisite: GEOS 1303. (0-3) S

GEOS 1104 (GEOL 1104) History of Earth and Life Laboratory (1 semester credit hour) A laboratory to accompany GEOS 1304. Exercises include fossil identification, stratigraphy, and correlation, the geologic time scale, age-determination techniques, and maps. Lab fee of $30 required. Prerequisite or Corequisite: GEOS 1304. (0-3) Y

GEOS 1303 (GEOL 1303) Physical Geology (3 semester credit hours) Introduction to Earth as a unique planet. Rock-forming minerals and rock-forming processes are discussed. The structure of the Earth, in the context of rock types, and dynamics of its internal mechanisms are explored. Plate tectonics and surface processes that sculpt the Earth are the topics of the second half of the course. Other planets and celestial bodies within the solar system are contrasted with Earth. (3-0) S

GEOS 1304 (GEOL 1304) History of Earth and Life (3 semester credit hours) Introduction to the history of the Earth. The history of life and an introduction to the principles of paleontology, stratigraphy and global change will be discussed. All topics will be discussed in the context of the tectonic evolution of North America. Field trip. Prerequisites: GEOS 1303 and GEOS 1103. (3-0) Y

GEOS 2121 GRELA Seminar (1 semester credit hour) Guided exploration of the topics presented in GEOS 2321 Geology, Resources, and Environment of Latin America in small, in-person groups. Grade is based on attendance and participation. Prerequisite or Corequisite: GEOS 2321. (1-0) Y

GEOS 2302 (GEOL 1305) The Global Environment (3 semester credit hours) An introduction to the physical aspects of the world's geography emphasizing the interrelationships between the earth and its climate, vegetations, soils, and landforms. Provides a global perspective on the physical environment and the interactions between global systems to produce regional differences. (Same as ENVR 2302 and GEOG 2302) (3-0) Y

GEOS 2304 The 21st Century Energy Transition (3 semester credit hours) This course acquaints students with where we get our energy, how we use it, and how the energy mix is changing with new technologies. We will explore why modern civilization requires increasing amounts of affordable and clean energy, why we want to transition away from fossil fuels towards renewable energy, and what are the key climate concerns. This is a multidisciplinary course that centers around how Earth scientists study climate and energy and how understanding fossil fuels and critical minerals exploration will help guide the energy transition. Upon completion of this course, students will have essential knowledge as well as data-driven approaches and critical thinking skills that will help them make informed decisions about our sustainable energy future. (3-0) Y

GEOS 2305 Spatial Thinking and Data Analytics (3 semester credit hours) This course explores the role that Spatial Thinking plays across a variety of subject areas in science, engineering, mathematics, arts and humanities. We will introduce rich resources of geospatial data from government agencies, social media, and semantic web. Students will be exposed to introductory methods in Spatial Data Analytics afforded by Global Positioning Systems (GPS), Remote Sensing (RS), Geographic Information Systems (GIS), Spatial Analysis, and Mapping technologies and learn how to bring spatial considerations into research and applications. The course is intended to empower students with spatial intelligence (one of the nine intelligences on Howard Gardner's Theory of Multiple Intelligences) and with experiences of applying spatial thinking and data analytics to problem solving. (Same as EPPS 2305 or GISC 2305) (3-0) Y

GEOS 2306 Essentials of Field Geologic Methods (3 semester credit hours) Provides a theoretical and applied introduction to fundamental methods of field geologic investigations. The course consists of weekly lectures, laboratory assignments (field and classroom-based), and a mandatory weekend field trip that exposes students to a variety of topics ranging from topographic maps, geologic structures, geologic map construction and interpretation, and remote sensing techniques used in the geosciences. Students will learn to collect and record geologic data using common field tools and techniques and incorporate geologic data collected in the field to produce geologic maps and cross-sections. A field trip fee of $100 is required to cover the cost of transportation and camping fees associated with the field trip. Recommended Prerequisite or Corequisite: GEOS 2409. Prerequisites: GEOS 1103 and GEOS 1303. (3-0) Y

GEOS 2307 Digital Earth (3 semester credit hours) This course will introduce you to the topics and concepts in digital earth and geospatial technologies that are becoming increasingly important tools in research, policy, and everyday life. The topics will cover digital earth and geospatial data sources (ex., GPS, citizen science, satellite imagery, government agencies, social media, and semantic web), methods and applications (ex., disaster relief, biodiversity conservation, disease spread), and implications (ex., privacy, ethical, legal issues). Students will gain experience compiling/collecting and analyzing analog, digital, and geospatial data as a mechanism to understand and research our physical and social world. Spatial problem-solving will be emphasized and analyses will address real-world issues in which geospatial technologies have played an important role. Finally, cartographic methods and tools to create maps that can be used to communicate data, ideas, and concepts to officials and policy makers will also be discussed. (Same as EPPS 2307 and GISC 2307 ) (3-0) Y

GEOS 2309 Principles of Geospatial Information Sciences (3 semester credit hours) An introduction to the primary Geospatial Information Sciences (GIS) methods for manipulating, querying, analyzing, and visualizing spatial-based data. Topics include spatial data models, data acquisition and editing, cartography, and spatial analysis. This course is designed to provide a foundation for all other upper level GISC courses. (Same as GEOG 2309 and GISC 2309) (3-0) Y

GEOS 2310 Environmental Geology (3 semester credit hours) A course examining the interactions of people and our physical environment. Natural hazards, including landslides, flooding, tsunamis, volcanoes, earthquakes, erosion, and sea-level change. Air, soil, fresh and ocean water pollution problems and solutions including greenhouse gases, ozone depletion, acid rain, aquifer depletion, toxic wastes, and contamination. Energy supplies and the environment, including radioactive waste problems, and human impacts on climate. (3-0) Y

GEOS 2312 Soils in a Sustainable Environment (3 semester credit hours) This course will explore the roles of soils in a sustainable environment as it relates to terrestrial life in the Earth's critical zone. The physical, chemical, and biologic aspects of soils in relation to the origins, classification, and physical properties of soils. Soils and their interactions with the biosphere, atmosphere, lithosphere, and hydrosphere. Stewardship of soils as an essential, irreplaceable natural resource. (3-0) Y

GEOS 2321 Geology, Resources, and Environment of Latin America (3 semester credit hours) An overview of the physical environment of Mexico, Central America, and South America. Topics include the evolution of Latin American crust and continent; location and formation of major geologic resources and physiographic features; resource exploitation and present environmental problems with a historic perspective. (3-0) Y

GEOS 2324 Energy, the Environment and Human Health (3 semester credit hours) This course will focus on the environmental and human health impacts of geologic materials and geologic processes with particular emphasis on fossil fuels. A balanced, fact-based discussion will be provided on both positive and negative effects of various energy sources on the natural environment and human health. Old and new myths about the environmental and health consequences of fossil fuels, especially coal, will be debunked. The course will cultivate an awareness of both the positive and negative aspects of energy production and use and enable informed decision making with respect to societal issues associated with energy and mineral resources. (3-0) Y

GEOS 2340 Comets Love Meteorites (3 semester credit hours) Meteorites are rocks from other bodies in the Solar System, mostly from the Asteroid Belt but also from Mars and the Moon. Some meteorites preserve the earliest record of the material from which the Solar System formed while others reveal how this early material differentiated to form the core, mantle, and crust. This course introduces students to the study of meteorites, meteorite impact craters, and the Asteroid Belt. Students will be allowed to examine meteorites themselves. A field trip fee of $50 will be assessed. (3-0) Y

GEOS 2351 Mathematics in the Earth Sciences (3 semester credit hours) Introduction to applied mathematics for Earth sciences, including basics of linear algebra, statistics, and uncertainty analysis. Fourier transforms, probability, and partial differential equations governing fundamental geoscience principles will also be covered. Applications in Earth science will be emphasized throughout the course. Prerequisites: (MATH 2413 or MATH 2417) and (MATH 2414 or MATH 2419) and GEOS 1303. (3-0) Y

GEOS 2409 Rocks and Minerals (4 semester credit hours) Introduction to crystallography, mineralogy, and petrography. Laboratory course. Lab fee of $30 required. Prerequisites or Corequisites: GEOS 1103 and GEOS 1303. (3-3) Y

GEOS 2V08 Special Topics in Geology or Geophysics I (1-4 semester credit hours) Subject matter will vary from semester to semester. Instructor consent required. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-4]-0) R

GEOS 3000 Field Geology I (Summer Field Camp I) (0 semester credit hours) A three-week, early summer field based course designed to provide practical introductory field geological experience. Course emphasizes mapping in sedimentary and igneous terrains and will also cover techniques for mapping geomorphic features. Reports on each project in professional form are required. NOTE: Students should register for GEOS 3300 in the following semester. A field trip fee, which covers the cost of food, lodging, and transportation, is charged for the related course, GEOS 3300. Students are responsible for any other personal expenses related to camp. Prerequisites: GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304 and GEOS 2306. (0-3) Y

GEOS 3111 Geologic Sketching (1 semester credit hour) Natural science in general, and geoscience in particular, depends largely on the ability to convey information and interpretation visually, beginning with a sketch. This class is intended to improve student ability to see, interpret, and sketch a wide range of geologic features such as rocks, outcrops, and landscapes by weekly sketching exercises. (1-0) Y

GEOS 3300 Field Geology I (Summer Field Camp I) (3 semester credit hours) A three-week, early summer field based course designed to provide practical introductory field geological experience. Course emphasizes mapping in sedimentary and igneous terrains and will also cover techniques for mapping geomorphic features. Reports on each project in professional form are required. NOTE: A $1000 field trip fee, which covers the cost of food, lodging, and transportation, is charged for this course. Students are responsible for any other personal expenses related to camp. Prerequisites: GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304 and GEOS 2306. (0-3) Y

GEOS 3310 Environmental Geophysics (3 semester credit hours) A course exploring the use of geophysical methods to solve environmental problems. Geophysical techniques covered include seismic, ground penetrating radar, electrical methods, and well logs. Course includes a hands-on component with survey design, data collection, and data processing. Environmental applications such as hazard assessment, groundwater monitoring, mapping subsurface contaminants, and locating anthropogenic objects are covered. Recommended Prerequisites: GEOS 1303 and (MATH 2414 or 2419). Prerequisites: (MATH 2413 or 2417) and PHYS 2325. (3-0) Y

GEOS 3421 Stratigraphy and Sedimentology (4 semester credit hours) Principles and evolution of modern stratigraphic nomenclature; concepts of space and time in the rock record and methods of stratigraphic correlation; factors controlling stratigraphic architecture of sedimentary basins; integrated stratigraphic techniques. Origin, transportation, and deposition of carbonate and siliciclastic sediments; weathering, textural analysis, and depositional environments. Laboratory course. Field trips. Prerequisites: GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304. (3-3) Y

GEOS 3434 Paleobiology (4 semester credit hours) History of life as documented by the fossil record. Basic concepts of paleontology and biostratigraphy followed by a review of major fossil groups and major events in the evolution of life, speciation, mass extinction, evolution of communities and ecosystems through geologic time. Paleontological methods to paleoenvironmental reconstruction. Field trip. Lab fee of $30 required. Prerequisites: GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304. (3-3) Y

GEOS 3464 Earth Materials (4 semester credit hours) Introduction to the petrographic microscope and its use for study of igneous and metamorphic minerals and rocks. Identification and classification of volcanic and plutonic igneous rocks and metamorphic rocks and their identification in thin sections. Introduction to major element chemical analyses of igneous and metamorphic rocks. Introduction to igneous and metamorphic petrogenesis. Field trip fee of $100 required. Prerequisites: CHEM 1111 and CHEM 1112 and CHEM 1311 and CHEM 1312 and GEOS 1103 and GEOS 1104 and GEOS 1303. (3-3) Y

GEOS 3470 Structural Geology (4 semester credit hours) Modern tectonic concepts, survey of major structural provinces, examination of material behavior, stress-strain concepts, failure criteria, soil mechanics, fault analysis, rheology, fold analysis and applications of structural concepts to neotectonics and environmental problems. Training in graphical techniques, use of stereographic projections, and geological map interpretation. Integrated lecture and laboratory course. Field trip fee of $100 required. Prerequisites: GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304 and PHYS 2125 and PHYS 2325. (3-3) Y

GEOS 3475 Geochemistry (4 semester credit hours) Provides a comprehensive introduction to inorganic geochemistry in the earth sciences. Topics covered will include major and trace element geochemistry of natural waters and solids, stable isotopes, chemical weathering and geochemical cycles, and radioactivity and the dating of geological materials. Students will engage with geochemistry applications in hydrogeology, economic geology, environmental hazards, climate science, and energy. Lab fee of $100 required. Prerequisites: CHEM 1311 and GEOS 1303 and GEOS 3421 and GEOS 3464. (3-3) Y

GEOS 4000 Field Geology II (Summer Field Camp II) (0 semester credit hours) A three-week, early summer field based course designed to provide practical advanced field geological experience. Course emphasizes mapping in sedimentary, metamorphic, and igneous terranes and will also cover techniques used in imaging and analyzing geomorphic features. Reports on each project in professional form are required. NOTE: Students should register for GEOS 4300 in the following semester. A field trip fee, which covers the cost of food, lodging, and transportation, is charged for the related course, GEOS 4300. Students are responsible for all personal expenses related to camp. Prerequisites: GEOS 3300 and GEOS 3421 and GEOS 3464 and GEOS 3470. (0-3) Y

GEOS 4300 Field Geology II (Summer Field Camp II) (3 semester credit hours) A three-week, early summer field based course designed to provide practical advanced field geological experience. Course emphasizes mapping in sedimentary, metamorphic, and igneous terranes and will also cover techniques used in imaging and analyzing geomorphic features. Reports on each project in professional form are required. NOTE: A $1000 field trip fee, which covers the cost of food, lodging, and transportation, is charged for this course. Students are responsible for all personal expenses related to camp. Prerequisites: GEOS 3421 and (GEOS 3470 or instructor consent). (0-3) Y

GEOS 4320 The Physics of the Solid Earth (3 semester credit hours) This course covers a wide spectrum of topics in geophysics, which allow us to explore the structure and evolution of the Earth. Plate tectonics is introduced as a framework for discussing crust and mantle dynamics. The fundamentals of gravity, thermal processes, seismology, and the mechanical behavior of rocks are introduced in this course. In addition, a variety of tectonic settings such as subduction zones, the lithosphere, and asthenosphere as well as oceanic and continental crusts, are explored in detail by analyzing their geophysical characteristics and geological significance. Prerequisites: (MATH 2413 or MATH 2417) and PHYS 2325. (3-0) Y

GEOS 4322 The Earth System (3 semester credit hours) Planet Earth comprises a system of interacting spheres: atmosphere, hydrosphere, lithosphere, and biosphere, all of which have played an important role in Earth processes and Earth history. This course examines these Earth systems and how their interactions over time have affected their evolving compositions, the evolution of life and Earth's climate. The short-term and long-term parts of the carbon cycle provide the underlying theme for the study of the Earth System. Prerequisites: CHEM 1111 and CHEM 1112 and CHEM 1311 and CHEM 1312 and GEOS 1104 and GEOS 1303 and GEOS 1304. (3-0) Y

GEOS 4325 Introduction to Remote Sensing (3 semester credit hours) Topics include principles of remote sensing and sensors, image visualization and statistics, radiometric and geometric correction, enhancement, classification, change detection, and innovative image processing approaches. (Same as GISC 4325) (3-0) Y

GEOS 4369 Volcanic Successions (3 semester credit hours) Terrestrial volcanism is considered from the perspective of volcanic processes, and the properties, products and deposits of volcanic eruptions, all in the context of definable facies models. The effects of subsequent sedimentological processes are also considered. Volcanic settings are explored in detail as they are related to their plate tectonic settings. Recognition of volcanically derived deposits are emphasized using the facies model concepts, and are considered with respect to their geological and economic significance. (3-0) T

GEOS 4390 Communication in Earth Sciences (3 semester credit hours) For all Geoscience students. All forms of scientific review and communication in Earth Sciences are emphasized, including technical proposals and reports, conference abstracts, journal papers and articles, and oral and poster presentations. Satisfies the Advanced Writing Requirement for Geoscience majors. Prerequisite: Senior level standing in Geosciences or instructor consent required. (3-0) Y

GEOS 4391 Geoscience Animations and Video (3 semester credit hours) Geoscientific concepts are supremely amenable to being taught with animations, particularly as compared with other sciences. In this class, students will learn how to generate simple videos and animations of geoscientific processes. The course grade is based on 5 projects, spaced throughout the semester (research paper, storyboard, narration, video, and animation). All 5 projects are related to developing a hybrid video/animation presentation of approximately 3 minute length. The presentation will explain some geologic process. Instructor consent required. (3-0) Y

GEOS 4395 Remote Sensing Geophysics (3 semester credit hours) This course covers both the theory and application of remote sensing in the field of geophysics from space-borne or air-borne platforms. The course places a strong focus on the latest and ongoing NASA/ESA Earth observation missions, such as GNSS, Grace (gravity), Sentinel-1(synthetic aperture radar), SWOT (altimetry), among others. Students will gain a thorough understanding of the observation process, including orbital mechanics, signal propagation, and uncertainty analysis. Applications of satellite geophysical observations in tectonics, geodynamics, ocean and ice surface monitoring, hydrology, and terrain modeling will be introduced through student projects and presentations. Recommended prerequisite: PHYS 2326. Prerequisite: PHYS 2325 or instructor consent. (3-0) Y

GEOS 4399 Senior Honors in Geosciences (3 semester credit hours) For students conducting independent research for honors theses or projects. Satisfies the School of Natural Sciences and Mathematics' advanced writing requirement. Instructor consent required. (3-0) R

GEOS 4430 Hydrogeology and Aqueous Geochemistry (4 semester credit hours) An introduction to the principles of physical and chemical hydrogeology. Physical topics include the nature and quantification of the components of the hydrologic cycle, fundamentals of water supply and quality, overview of aquifer testing and environmental assessment. Chemical topics include behavior of low-temperature aqueous solutions, water-rock interaction and applications of chemistry to understand the Earth and its geochemical cycles. Prerequisites: CHEM 1111 and CHEM 1112 and CHEM 1311 and CHEM 1312 and GEOS 1103 and GEOS 1104 and GEOS 1303 and GEOS 1304. (4-0) Y

GEOS 4V08 Special Topics in Geology or Geophysics II (1-4 semester credit hours) Subject matter will vary from semester to semester. Instructor consent required. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-4]-0) R

GEOS 4V09 Senior Research in Geology (1-6 semester credit hours) Topics may vary. No more than 3 semester credit hours of senior research may be used to satisfy the upper-division course work requirement in the major unless approved in advance by the undergraduate advisor. May be repeated for credit. Instructor consent required. ([1-6]-0) S

GEOS 4V80 Senior Research in Geophysics (1-6 semester credit hours) Topics may vary. No more than 3 semester credit hours of senior research may be used to satisfy the upper-division course work requirement in the major unless approved in advance by the undergraduate advisor. May be repeated for credit. Instructor consent required. ([1-6]-0) S

Interdisciplinary Studies-Natural Science and Mathematics

ISNS 2359 Earthquakes and Volcanoes (3 semester credit hours) Earthquakes and volcanoes appear capricious and devastating in human terms, but they are also a regular part of geological history. This course will integrate current geological thinking with elements of statistics, physics, chemistry, human history, sociology, psychology, and religion to develop an understanding and to provide pragmatic strategies for living with these events. (3-0) Y

ISNS 2366 Global Climate Change (3 semester credit hours) The course will integrate the four main Earth Sciences - Geology, Oceanography, Meteorology, and Astronomy - and will demonstrate the inseparable connection between these disciplines and how their physical and chemical interactions determine local, regional, and global climate conditions. It will also be demonstrated that unique forces in today's modern world as a result of human activity are changing the climate in ways that may yield significantly negative outcomes for life on Earth in the not-too-distant future, depending on actions taken by human civilization today. (3-0) S

ISNS 2367 (GEOL 1345) The Oceans (3 semester credit hours) Physical, chemical, biological, and geological aspects of oceanography. Description and origin of features on sea floor; evolution of ocean basins; chemistry of sea water; influence of oceans on weather and climate; formation of waves, tides, currents; factors affecting biological productivity; economic resources and environmental problems. (3-0) S

ISNS 2368 (GEOL 1347) Weather and Climate (3 semester credit hours) An overview of the fields of meteorology and climatology. The approach is scientific yet nonmathematical, and students will be exposed to a wide spectrum of ideas from folklore, history, law, economics, and environmental issues. (3-0) S

ISNS 3371 The Phenomena of Nature: Forces, Gases, Motion, Heat, Light and Electricity (3 semester credit hours) The purpose of the course is to cultivate in students an intuitive perception of the nature of observable physical reality through the presentation and analysis of striking experimental demonstrations. No substantial prior training in science is assumed, but students with a background in science may profit from this course. There will be considerable reference to the historical growth of scientific knowledge and to the aesthetic quality of the explanations offered by science. (3-0) Y

ISNS 3373 Our Nearest Neighbors in the Sky (3 semester credit hours) A description of the tools and principles the astronomer and space scientist use in exploration of the solar system; the earth, moon, the sun, planets, asteroids, meteors, and comets; the origin of the solar system; classroom demonstrations, multimedia presentations, and telescope observations. (3-0) Y

Mathematical Science

MATH 1306 College Algebra for the Non-Scientist (3 semester credit hours) This course is intended for students NOT continuing on to precalculus or calculus. The course is designed to develop both abstract thinking and a practical approach to problem solving. The emphasis is on understanding rather than purely computational skills. Topics include logic, sets, the real numbers, linear equations and their applications, functions, and graphs. May not be used to satisfy major requirements for majors in the Schools of Natural Sciences and Mathematics or Management, or degree requirements for the School of Engineering and Computer Science. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: ALEKS score required. (3-0) S

MATH 1314 (MATH 1314) College Algebra (3 semester credit hours) Topics chosen from areas such as equations and inequalities, rational expressions, exponents, radicals and logarithms, functions, and graphs. Exam section required for MATH 1314. May not be used to satisfy major requirements for majors in the Schools of Natural Sciences and Mathematics or Management, or degree requirements for the School of Engineering and Computer Science. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: ALEKS score required or a grade of at least a C- in STAT 1342. (3-0) S

MATH 1316 (MATH 1316) Trigonometry (3 semester credit hours) Angular measure, trigonometric functions, their properties; trigonometric identities, equations, and applications; trigonometric form of complex number and related topics. May not be used to satisfy major requirements for majors in the School of Natural Sciences and Mathematics or Management, or degree requirements for the School of Engineering and Computer Science. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 1314 or concurrent enrollment in MATH 1314. (3-0) S

MATH 1325 (MATH 1325) Applied Calculus I (3 semester credit hours) Functions and graphs, differentiation, maxima and minima, exponential and logarithmic functions, integration, applications of integrals. May not be used to satisfy degree requirements for majors in the School of Engineering and Computer Science or major requirements in the School of Natural Sciences and Mathematics. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Cannot be used to replace MATH 2417 or MATH 2413. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 1314. (3-0) S

MATH 1326 Applied Calculus II (3 semester credit hours) Applications of differential equations, functions of several variables, least squares modeling, multiple integrals, infinite series. May not be used to satisfy degree requirements for BS majors in Schools of Engineering and Computer Science or Natural Sciences and Mathematics. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Cannot be used to replace MATH 2414 or MATH 2419. Prerequisite: A grade of at least a C- in MATH 1325. (3-0) S

MATH 2306 Analytic Geometry (3 semester credit hours) Similarity, congruence, proofs (similarity transformations, rigid motions in the plane, proving geometric theorems, geometric constructions); Linear, quadratic, and other basic functions; Circles and basic areas; Right triangle trigonometry; Addition formulas; Modeling geometry in the plane; Rectangular and polar coordinates; Conics; The principal axes theorem; Three dimensional space: lines and planes; Vectors in plane and space; Dot and cross product; Rectangular, cylindrical, and spherical coordinates; Parameterization of basic curves in plane and space; Elementary surfaces; Intersections of surfaces; Visualization; Examples of rigid motions in space; Volume formulas. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 1314 and MATH 1316. (3-0) S

MATH 2312 (MATH 2312) Precalculus (3 semester credit hours) Real numbers, subsets of real line, absolute value; algebra of functions, domain, range, composition, inverse; elements of analytical geometry including vectors in plane, conics, polar coordinates, translation and rotation of axes and related topics. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: ALEKS score required or (a grade of at least a C- in MATH 1314 and MATH 1316). (3-0) S

MATH 2333 Matrices, Vectors, and Data (3 semester credit hours) Matrices, vectors, systems of linear equations, least squares, and applications. May not be used as a replacement for MATH 2418. Prerequisite: MATH 1314 or equivalent. (3-0) S

MATH 2370 Introduction to Programming with MATLAB (3 semester credit hours) Introduces the basic concepts of programming and problem solving using MATLAB. Topics include data types, data input/output, control structures, functions, scripts, debugging, data visualization techniques, symbolic computation, and basic algorithms. Programming projects related to mathematical and statistical applications and elementary numerical methods. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 2312 or equivalent (3-0) S

MATH 2399 Research and Advanced Writing (3 semester credit hours) For students conducting independent research and scientific writing. Individual instruction course designed to develop skills for research and clear, precise and accurate scientific writing. Students will select the topic of the research from specific areas of mathematics. Subject and scope to be determined on an individual basis. Satisfies the School of Natural Sciences and Mathematics' advanced writing requirement. Prerequisites: Sophomore level standing in Mathematics and instructor consent required. (3-0) S

MATH 2413 (MATH 2413) Differential Calculus (4 semester credit hours) Course covers topics in differential calculus of functions of one variable; topics include limits, continuity, derivative, chain rule, implicit differentiation, mean value theorem, maxima and minima, curve sketching, derivatives of inverse trigonometric functions, antiderivative, substitution method, and applications. Three lecture hours and two discussion hours a week; a problem section required with MATH 2413, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. A course material fee, which may include a course online access fee, of up to $100 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 2306 or MATH 2312. (3-2) S

MATH 2414 (MATH 2414) Integral Calculus (4 semester credit hours) Continuation of Math 2413. Course covers topics in integral calculus, sequences and series. Topics include techniques of integration, improper integrals, and applications. Polar coordinates, parametric equations, and arc length. Infinite sequences and series, tests for convergence, power series, radius of convergence and Taylor series. Three lecture hours and two discussion hours a week; registration in a problem section as well as the exam section is required with MATH 2414. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Cannot be used to replace MATH 2419. A course material fee, which may include a course online access fee, of up to $100 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Prerequisite: A grade of C- or better in either MATH 2417 or in MATH 2413 or equivalent. (3-2) S

MATH 2415 (MATH 2415) Calculus of Several Variables (4 semester credit hours) The course covers differential and integral calculus of functions of several variables. Topics include vector valued and scalar functions, partial derivatives, directional derivatives, chain rule, Lagrange multipliers, multiple integrals, double and triple integrals, the line integral, Green's theorem, Stokes' theorem, Divergence theorem. Three lecture hours and two discussion hours a week; problem section required with MATH 2415, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. A course material fee, which may include a course online access fee, of up to $100 may be charged for this course. Please see the course's syllabi in CourseBook for more details. Prerequisite: A grade of C- or better in MATH 2414. (3-2) S

MATH 2417 Calculus I (4 semester credit hours) Functions, limits, continuity, differentiation; integration of function of one variable; logarithmic, exponential, and inverse trigonometric functions; techniques of integration, and applications. Three lecture hours and two discussion hours a week; problem section required with MATH 2417, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: ALEKS score required or a grade of at least a C- in MATH 2306 or MATH 2312. (3-2) S

MATH 2418 (MATH 2418) Linear Algebra (4 semester credit hours) Introduces and provides models for application of the concepts of vector algebra. Topics include finite dimensional vector spaces and their geometric significance; representing and solving systems of linear equations using multiple methods, including Gaussian elimination and matrix inversion; matrices; determinants; linear transformations; quadratic forms; eigenvalues and eigenvectors; and applications in science and engineering. Three lecture hours and two discussion hours a week; problem section required with MATH 2418, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: A grade of at least a C- in either MATH 2306 or MATH 2413 or MATH 2417. (3-2) S

MATH 2419 Calculus II (4 semester credit hours) Continuation of MATH 2417. Improper integrals, sequences, infinite series, power series, parametric equations and polar coordinates, vectors, vector valued functions, functions of several variables, partial derivatives and applications, and multiple integration. Three lecture hours and two discussion hours a week; problem section required with MATH 2419, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisite: A grade of at least a C- in MATH 2417. (3-2) S

MATH 2420 (MATH 2420) Differential Equations with Applications (4 semester credit hours) Ordinary differential equations, including linear equations, systems of equations, equations with variable coefficients, existence and uniqueness of solutions, series solutions, singular points, transform methods, and boundary value problems; application of differential equations to real-world problems. Three lecture hours and two discussion hours a week; problem section required with MATH 2420, and will also be registered for exam section. Not all MATH/STAT courses may be counted toward various degree plans. Please consult your degree plan to determine the appropriate MATH/STAT course requirements. Prerequisites: A grade of at least a C- in either MATH 2415 or in MATH 2419 or equivalent and a grade of at least a C- in MATH 2418 or equivalent. (3-2) S

MATH 2V90 Topics in Mathematics - Level 2 (1-6 semester credit hours) Special topics in mathematics outside the normal course of offerings. Additional prerequisites may be required depending on the specific course topic. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

MATH 3301 Mathematics for Elementary and Middle School Teachers (3 semester credit hours) This course is intended to develop future teachers' depth of mathematical understanding by examining concepts in school mathematics from an advanced perspective. Topics include: numeration systems; arithmetic algorithms, prime factorization and other properties of the integers; proportional reasoning involving fractions and decimals; counting methods; and basic ideas of geometry and measurement. Problem solving is stressed. May not be used to satisfy: [1] undergraduate mathematics core requirement, [2] degree requirements by students in Mathematics, [3] electives, or [4] certification requirements in 8-12 mathematics. Prerequisite: MATH 1306 or MATH 1314 or equivalent. (3-0) S

MATH 3303 Introduction to Mathematical Modeling (3 semester credit hours) An introduction to construction, use, and analysis of empirical and analytical mathematical models. Emphasis on using appropriate technology with tools such as curve fitting, probability and simulation, difference and differential equations, and dimensional analysis. May not be used to satisfy mathematics requirements by students in Mathematics and may not be used to satisfy electives. Prerequisites: MATH 2418 and a grade of at least a C- in either MATH 2415 or in MATH 2419 or equivalent. (3-0) Y

MATH 3305 Foundations of Measurement and Informal Geometry (3 semester credit hours) An analysis, from an advanced perspective, of the basic concepts and methods of geometry and measurement. Topics include visualization, geometric figures and their properties; transformations and symmetry; congruence and similarity; coordinate systems; measurement (especially length, area, and volume); and geometry as an axiomatic system. Emphasis on problem solving and logical reasoning. May not be used to satisfy: [1] undergraduate mathematics core requirement, [2] degree requirements by students in Mathematics, [3] electives, or [4] certification requirements in 8-12 mathematics. Prerequisite: MATH 2312 or MATH 3301 or equivalent. (3-0) Y

MATH 3307 Mathematical Problem Solving for Teachers (3 semester credit hours) Development of the ability to solve mathematical problems and communicate their solutions through the study of strategies and heuristics. Practice in solving problems involving ideas from number theory, algebra, combinatorics and probability, etc. Communicating mathematics, logical reasoning, and connections between mathematical topics will be emphasized. May not be used to satisfy degree requirements for Mathematics majors. Prerequisites: MATH 2312 and (MATH 3305 or MATH 3321). (3-0) Y

MATH 3310 Theoretical Concepts of Calculus (3 semester credit hours) Mathematical theory of calculus. Limits, types of convergence, power series, differentiation, and Riemann integration. Prerequisite: A grade of at least a C- in either MATH 2415 or in MATH 2419 or equivalent. (3-0) S

MATH 3311 Abstract Algebra I (3 semester credit hours) Groups, rings, fields, vector spaces modules, linear transformations, and Galois theory. Prerequisites: A grade of at least a C- in either MATH 2415 or in MATH 2419 or equivalent and a grade of at least C- in MATH 2418 or equivalent. (3-0) S

MATH 3312 Abstract Algebra II (3 semester credit hours) Continuation of MATH 3311. Prerequisite: MATH 3311. (3-0) Y

MATH 3315 Discrete Mathematics and Combinatorics (3 semester credit hours) This course covers basic tools of enumerative combinatorics, equivalence relations, combinatorial proofs and recurrences, inclusion-exclusion, generating functions, and graphs and trees. Credit cannot be received for both courses, CS 2305 and MATH 3315. Prerequisite: (MATH 2417 or equivalent) or instructor consent required. (3-0) Y

MATH 3321 Geometry (3 semester credit hours) Elements of Euclidean, non-Euclidean, and projective geometry. Topics covered will be drawn from the following list: triangles and their distinguishing points, Euler line, nine point circle, extremum problems, circles and spheres, inversions, the circles of Apollonius, projective geometry, axioms of the projective plane, Desargues' theorem, conics, elementary facts of the non-Euclidean geometries. Prerequisite: A grade of at least a C- in either MATH 2306 or MATH 2415 or MATH 2419 or equivalent. (3-0) Y

MATH 3323 Elementary Number Theory (3 semester credit hours) Divisibility of integers, prime numbers, the Euclidean algorithm, greatest common divisors, Bezout coefficients, the fundamental theorem of arithmetic, linear congruences, the Chinese remainder theorem, Euler's totient function, polynomial congruences, Hensel's lemma, order, primitive roots, quadratic reciprocity, primality testing, factorization techniques, public key encryption algorithms, and additional topics. Prerequisite: A grade of at least a C- in either MATH 2414 or in MATH 2418 or MATH 2419. (3-0) Y

MATH 3335 Informatics and Programming (3 semester credit hours) Topics include an introduction to computer programming using Python and R and their application to data processing, visualization, and simulation, as well as simple analyses of data. May not be used to satisfy degree requirements for Data Science, Engineering, or Computer Science majors. Prerequisites: (MATH 1325 or MATH 2413) and (STAT 1342 or STAT 2332 or STAT 3332). (Same as BIMS 3335 and STAT 3335) (3-0) Y

MATH 3336 Bioinformatics (3 semester credit hours) This course introduces mathematical and computational methods for analyzing and interpreting molecular biology data. The focus will be on biological sequence (DNA, RNA, and protein) analysis and its applications. Topics include working with biological databases, sequence alignment and analysis, molecular phylogeny and evolution, protein structure, and prediction. Prerequisites: (MATH 2414 or MATH 2419) and (STAT 2332 or STAT 3332). (Same as BIMS 3336 and STAT 3336 and BIOL 3337) (3-0) Y

MATH 3351 Advanced Calculus (3 semester credit hours) The course covers the interplay of linear algebra, higher dimensional calculus, and geometry. Topics include vectors, coordinate systems, the elementary topology of Euclidean spaces and surfaces, the derivative as a linear map, the gradient, multivariate optimization, vector fields, vector differential operators, multiple integrals, General Stokes Theorem, and differential forms. Applications are given to geometry, science, and engineering. Basic topological intuition is developed. Prerequisites: (A grade of at least a C- in either MATH 2415 or MATH 2419 or equivalent) and a grade of at least a C- in MATH 2418 or equivalent. (3-0) S

MATH 3379 Complex Variables (3 semester credit hours) Geometry and algebra of complex numbers, functions of a complex variable, power series, integration, calculus of residues, conformal mapping. Prerequisites: (MATH 2451 or MATH 3351) and MATH 3310. (3-0) S

MATH 3380 Differential Geometry (3 semester credit hours) Curves and surfaces, multilinear algebra, alternating tensors, tangent vectors, tangent space, vector fields, differential forms; Curvature and torsion of curves, Riemannian metrics, curvature of surfaces, isometries, geodesics, Gauss map, First and Second Fundamental Forms, area on surfaces, Gauss-Bonnet Theorem, surfaces with constant negative curvature and elements of hyperbolic geometry. Prerequisites: (MATH 2451 or MATH 3351) and MATH 2418 and MATH 2420 or equivalent courses. (3-0) Y

MATH 3397 Mathematical Problem Solving (3 semester credit hours) Problem solving techniques including graphs, combinatorial techniques, induction, number theory, geometry and symmetry and heuristics. Students will learn to maintain good control of the problem-solving process, and will gain proficiency in presenting solutions in both oral and written form. Prerequisite: MATH 2413 or MATH 2417 or MATH 3321. (3-0) Y

MATH 4301 Mathematical Analysis I (3 semester credit hours) Sets, real number system, metric spaces, real functions of several variables. Riemann-Stieltjes integration and other selected topics. Prerequisites: (MATH 2451 or MATH 3351) and MATH 3310. (3-0) S

MATH 4302 Mathematical Analysis II (3 semester credit hours) Continuation of MATH 4301. Prerequisite: MATH 4301. (3-0) S

MATH 4332 Scientific Computing using Python (3 semester credit hours) Topics covered include an introduction to Python for mathematical and scientific problem solving. Assignments include data analysis and other applications. Prerequisite: (MATH 2414 or MATH 2419 or equivalent) with a grade of C- or higher. Corequisite: MATH 2333 or MATH 2418 or equivalent. (3-0) S

MATH 4334 Numerical Analysis (3 semester credit hours) Solution of linear equations, roots of polynomial equations, interpolation and approximation, numerical differentiation and integration, solution of ordinary differential equations, computer arithmetic, and error analysis. Prerequisites: (MATH 2370 or CS 1324 or CS 1325 or CE 1337 or CS 1337) and (MATH 2418 and (MATH 2451 or MATH 3351). (Same as CS 4334) (3-0) Y

MATH 4341 Topology (3 semester credit hours) Elements of general topology, topological spaces, continuous functions, connectedness, compactness, completeness, separation axioms, and metric spaces. Prerequisites: (MATH 2451 or MATH 3351) and MATH 3310. (3-0) S

MATH 4355 Methods of Applied Mathematics (3 semester credit hours) Topics include matrix theory, optimization, and some other frequently used tools in applied mathematics. Prerequisites: (MATH 2333 or MATH 2418) and (MATH 2414 or MATH 2419) or instructor consent required. (3-0) R

MATH 4362 Partial Differential Equations (3 semester credit hours) This course presents a survey of classical and numerical methods for the solution of linear and nonlinear boundary value problems governed by partial differential equations. Modeling and application-related issues are included throughout. Prerequisites: MATH 2420 and (MATH 2451 or MATH 3351). (3-0) Y

MATH 4365 Introduction to Deep Learning (3 semester credit hours) Topics include single and multilayer neural network models; loss and activation functions; backpropagation algorithm; common neural architectures for classification and regression; autoencoders; training deep neural networks; methods for improving generalizability of deep learners; recurrent and convolutional neural networks; and reinforcement learning. Computer packages such as R or Python will be used for implementation of methods and data analysis. Prerequisites: (STAT 4355 or STAT 4360) and (MATH 2418 or MATH 4355) or instructor consent required. (Same as STAT 4365) (3-0) Y

MATH 4381 Structure of Modern Geometry (3 semester credit hours) The course is designed to familiarize students with the geometrical concepts which relate to two and three dimensional geometry and the mathematical techniques used in the study of geometry. The emphasis is both on the development of understanding of the concepts and the ability to use the concepts in proving theorems. The course includes study of axiom systems, transformational geometry, and an introduction to non-Euclidean geometries, supplemented by other topics as determined by the instructor. Prerequisite: A grade of at least a C- in MATH 2418 or equivalent. (3-0) Y

MATH 4390 Senior Research and Advanced Writing (3 semester credit hours) For students conducting independent research and scientific writing. Individual instruction course designed to develop skills for research and clear, precise, and accurate scientific writing. Topics will vary from section to section depending upon the interests of the student but will be selected from a specific area of mathematics. Subject and scope to be determined on an individual basis. Satisfies the School of Natural Sciences and Mathematics' advanced writing requirement. Please consult advisors for more detailed information. Prerequisites: Senior level standing in Mathematics and instructor consent required. (3-0) S

MATH 4399 Senior Honors in Mathematics (3 semester credit hours) For students conducting independent research for honors theses or projects. Satisfies the School of Natural Sciences and Mathematics' advanced writing requirement. Instructor consent required. (3-0) S

MATH 4475 Capstone Project (4 semester credit hours) This course is intended to provide hands-on experience in a data science project. Students will work in teams on projects and will be involved in formulating a relevant problem, collecting the requisite data, finding a solution, and developing the necessary computational tools. The deliverables will include a final project report that details these steps and presentation of the project. Prerequisites: STAT 4355 and CS 4375. (Same as CS 4475 and STAT 4475) (4-0) S

MATH 4V03 Independent Study in Mathematics (1-6 semester credit hours) Independent study under a faculty member's direction. Student must obtain approval from participating math sciences faculty member and the undergraduate advisor. May satisfy the School of Natural Sciences and Mathematics' advanced writing requirement if it has a major writing/report component. May be repeated for credit (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

MATH 4V91 Undergraduate Topics in Mathematics (1-9 semester credit hours) May be repeated for credit as topics vary (9 semester credit hours maximum). Additional prerequisites may be required depending on the specific course topic. Instructor consent required. ([1-9]-0) S

Natural Sciences

NATS 1101 Natural Sciences and Mathematics Freshman Seminar (1 semester credit hour) This course is designed to introduce incoming freshmen to the intellectual and cultural environment of the School of Natural Sciences and Mathematics (NS&M). Students will learn about plans of study and career paths for majors in Biology, Chemistry, Physics, Mathematics, Geosciences, and Science and Mathematics Education. Basic study, problem solving and other skills needed to succeed as an NS&M major will be covered. An overview of the connections within the disciplines of Natural Sciences and Mathematics will be presented, as well as their relationship to engineering, medicine and health, and other fields. Required for all first time in college freshmen in NS&M. (1-1) Y

NATS 1141 UTeach STEP 1 (1 semester credit hour) Introduction to STEM teaching as a career. Master teachers introduce students to examples of high quality inquiry-based lesson design as well as model various pedagogical concepts and behavior management strategies. Students are also introduced to the portfolio project. Fieldwork consists of two classroom observations plus planning and teaching three inquiry-based lessons to students in grades four to six in local elementary schools. One and one-half class hours a week for one semester; at least five hours of fieldwork a semester are also required. Prerequisites: A university grade point average of at least 2.750 and admission to the UTeach Dallas program by consent of the UTeach advisor. (1-0) S

NATS 1142 UTeach STEP 1 (1 semester credit hour) Introduction to STEM teaching as a career. Master teachers introduce students to examples of high quality inquiry-based lesson design as well as model various pedagogical concepts and behavior management strategies. Students are also introduced to the portfolio project. Fieldwork consists of two classroom observations plus planning and teaching three inquiry-based lessons to students in grades four to six in local elementary schools . This course meets twice weekly and satisfies the freshman seminar requirement (NATS 1101) for freshmen NS&M majors. At least five hours of fieldwork a semester are also required. Prerequisite: Admission to the UTeach Dallas program by consent of the UTeach advisor. (1-0) S

NATS 1143 UTeach STEP 2 (1 semester credit hour) Continued exploration into STEM teaching as a career. Topics include various teaching methods that are designed to meet instructional goals; use of various technologies; and learner outcomes. Fieldwork consists of classroom observations and teaching three inquiry-based math, science, or computer science lessons in a middle school classroom. One and one-half class hours a week for one semester; at least five hours of fieldwork a semester are also required. Prerequisites: A university grade point average of at least 2.750 and UTeach Advisor consent required. (1-0) S

NATS 1311 The Universe, and Everything Else (3 semester credit hours) A multidisciplinary study of nature expressly designed for those who have chosen not to major in the natural sciences or engineering. Early models of the solar system and the transformation to current models are examined, as are order in the universe, the nature of matter and the planets, sun, and life cycle of stars. The course will be enhanced by frequent demonstrations of the principles underlying the origin and evolution of the universe. (3-0) Y

NATS 2330 The Basis of Evolution (3 semester credit hours) Wide-ranging discussions of the unifying theory of the origin and modification through time of all organisms. Pertinent history, the fossil record, evolution as concerns the human experience, processes and mechanisms and a look at the future are major topics. This course is specifically designed for non-majors and may not satisfy degree requirements in the School of Natural Science and Mathematics. (3-0) S

NATS 2333 Energy, Water, and the Environment (3 semester credit hours) An introduction to the impacts that humans have on the environment, with emphasis on impacts resulting from energy and water use. The course is designed for students who are not seeking a technical major and who wish to enhance their use of science and engineering principles and techniques in making decisions affecting both their own use of energy and water and use by the United States and the world. The course includes discussions of ways to ameliorate and/or adapt to the impacts. (3-0) Y

NATS 2V10 Special Topics in Natural Sciences (1-6 semester credit hours) Subject matter will vary from semester to semester. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

NATS 3341 Knowing and Learning in Mathematics and Science (3 semester credit hours) This course expands the prospective teacher's understanding of current theories of learning and conceptual development. Students examine their own assumptions about learning. Topics include psychological foundations of learning; problem solving in mathematics and science education utilizing technology; principles of expertise and novice understanding of subject matter; implications of high-stakes testing; and foundations of formative and summative assessment. Content also includes dyslexia training. Three lecture hours a week for one semester; additional hours may be required. Restricted to students in the UTeach Dallas program. Prerequisites: A university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and UTeach advisor consent required. Prerequisite or Corequisite: NATS 1141 or NATS 1142. (3-0) S

NATS 3343 Classroom Interactions (3 semester credit hours) This course moves from a focus on thinking and learning to a focus on teaching and learning. Topics include principles of delivering effective instruction in various formats (lecture, lab activity, collaborative settings); examination of gender, class, race, and culture in STEM education; overview of policy related to STEM education. Students participate in an intensive, highly coached high school field experience comprised of 3 observations and 2 co-teaching events, including a multiple-period or day, connected lesson. Three lecture hours a week for one semester; at least nine hours of fieldwork a semester are also required. Students should also expect to dedicate out-of-class time to video transfer, lesson planning, and working on the portfolio project. Restricted to students in the UTeach Dallas program. Prerequisites: NATS 1143 and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and UTeach advisor consent required. Prerequisite or Corequisite: NATS 3341. (3-0) S

NATS 4100 Professional Development in the Natural Sciences and Mathematics (1 semester credit hour) This one-hour preparatory course for NS&M undergraduate students seeking an internship, part-time job, or full-time job is designed to enhance the career and internship readiness skills of students. Course information will be conveyed by completing professional development modules that include reading, in-person activities, homework assignments, internet searches, and discussions. Credit/No credit only. Prerequisites: NS&M student and sophomore standing or above and department consent required. (1-0) S

NATS 4141 UTeach Apprentice Teaching Seminar (1 semester credit hour) Discussions include student teaching experiences, and contemporary critical issues in education. The portfolio project must be completed during the Apprentice Teaching semester. One class hour a week for one semester. Prerequisites: NATS 3343 and NATS 4341 and (NATS 4390 or MATH 3303) and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and consent of the UTeach advisor. Corequisite: NATS 4694 or NATS 4696. (1-0) S

NATS 4310 Advanced Writing in the Natural Sciences and Mathematics (3 semester credit hours) A writing-intensive course on questions or problems in natural sciences and mathematics. Satisfies the School of Natural Sciences and Mathematics' advanced writing requirement. Instructor consent required. (3-0) S

NATS 4341 Project-Based Instruction (3 semester credit hours) Students explore topics including foundations of project-based, case-based, and problem-based learning environments; principles of project-based curriculum development in STEM education; and, classroom management and organization of project-based learning classrooms are covered. Fieldwork usually includes 11 hours of observation, including at least 3 teaching days. Three lecture hours a week for one semester with additional fieldwork hours to be arranged. Prerequisites: NATS 3343 and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and UTeach advisor consent required. Prerequisite or Corequisite: NATS 4390 or MATH 3303. (3-0) S

NATS 4390 Research Methods (3 semester credit hours) This UTeach science certification preparation course explores the nature of science and authentic scientific investigations through multiple, independent, student-driven research projects and scientific communication including scientific discourse in the context of advanced scientific writing. Prerequisites: NATS 3341 and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and upper-level standing and UTeach advisor consent required. Prerequisite or Corequisite: NATS 3343. (3-0) S

NATS 4694 UTeach Apprentice Teaching, 7-12 Science and Mathematics (6 semester credit hours) Closely supervised observation and teaching in a science or mathematics classroom for Grades 7-12. Experience includes carrying out the duties of a high school teacher and requires a minimum of 7 hours of fieldwork a day for 14 weeks. Students must apply for Apprentice Teaching the semester prior to enrollment. Additional fee attached to course. Prerequisites: NATS 4341 and (NATS 4390 or MATH 3303) and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and UTeach advisor consent required. Admission to the university's teacher certification program by the Teacher Development Center. Corequisite: NATS 4141. (6-0) S

NATS 4696 UTeach Apprentice Teaching, 4-8 Science and Mathematics (6 semester credit hours) Closely supervised observation and teaching in a science or mathematics classroom for Grades 4-8. Experience includes carrying out the duties of a middle grades teacher and requires a minimum of 7 hours of fieldwork a day for 14 weeks. Students must apply for Apprentice Teaching the semester prior to enrollment. Additional fee attached to course. Prerequisites: NATS 4341 and (NATS 4390 or MATH 3303) and a university grade point average (GPA) of at least 2.750 and a GPA of 3.000 or better in UTeach coursework and UTeach advisor consent required. Admission to the university's teacher certification program by the Teacher Development Center. Corequisite: NATS 4141. (6-0) S

NATS 4V10 Internship in the Natural Sciences and Mathematics (1-3 semester credit hours) Students undertake a new learning experience in a supervised work situation related to their academic interests within the disciplines housed in the School of Natural Sciences and Mathematics. An internship provides exposure to a professional working environment, application of theory to working realities, and an opportunity to test skills and clarify goals. Students will complete structured meetings with both their campus supervisor and site supervisor. May be repeated for credit (3 semester credit hours maximum). Prerequisites: NATS 4100 and department consent required. ([1-3]-0) S

NATS 4V41 Independent Study in Science and Math Education (1-6 semester credit hours) Independent study under a faculty member's direction. Student must obtain approval from participating Science and Math Education (SME) faculty member and the undergraduate advisor. May be repeated for credit (6 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

NATS 4V90 Special Topics in Natural Sciences (1-6 semester credit hours) May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

NATS 4V91 Green Fellowship Directed Research (1-12 semester credit hours) Student assists faculty with research projects or conducts a research project under weekly faculty supervision. Enrollment is limited to students selected for the Green Fellowship program. Associate Dean consent required. ([1-12]-0) Y

NATS 4V92 Full-time Undergraduate Research Studentship (FURS) in Natural Sciences and Mathematics (1-12 semester credit hours) Student assists faculty with research projects or conducts a research project under weekly faculty supervision. Enrollment is limited to those students who apply to and are selected for the full-time undergraduate research studentship program. Associate Dean consent required. ([1-12]-0) Y

Physics

PHYS 1100 The Fun of Physics (1 semester credit hour) An introductory course in physics in the modern world. Focuses on the work of a physicist. What does a physicist do? What are some of the exciting topics on which physicists are working today? The faculty discusses their favorite concepts and the opportunities for student participation in research. Credit/No Credit only. (1-0) Y

PHYS 1101 (PHYS 1101) College Physics Laboratory I (1 semester credit hour) An algebra-based laboratory course to accompany PHYS 1301. Experiments investigate measurements and statistics; one dimensional and two-dimensional motion; Newton's laws; conservation laws of energy and momentum; rotational motion and oscillations. Lab fee of $30 required. Corequisite: PHYS 1301. (0-3) R

PHYS 1102 (PHYS 1102) College Physics Laboratory II (1 semester credit hour) An algebra-based laboratory course to accompany PHYS 1302. Experiments may investigate electrostatics, electric circuits, magnetism, optics, and topics coordinating with PHYS 1302. Lab fee of $30 required. Corequisite: PHYS 1302. (0-3) R

PHYS 1301 (PHYS 1301) College Physics I (3 semester credit hours) Algebra and trigonometry based basic physics. Topics include mechanics, heat and thermodynamics. Students will also be registered for an exam section. May not be used to satisfy degree requirements for majors in the School of Engineering and Computer Science. Check with your program advisor. An online subscription fee of up to $100 is required for this course for online homework access. Prerequisite: MATH 1314 or equivalent. Corequisite: PHYS 1101. (3-0) S

PHYS 1302 (PHYS 1302) College Physics II (3 semester credit hours) Continuation of PHYS 1301. Topics include electricity, magnetism and optics. Students will also be registered for an exam section. May not be used to satisfy degree requirements for majors in the School of Engineering and Computer Science. Check with your program advisor. An online subscription fee of up to $100 is required for this course for online homework access. Prerequisite: PHYS 1301. Corequisite: PHYS 1102. (3-0) S

PHYS 2125 (PHYS 2125) Physics Laboratory I (1 semester credit hour) Laboratory course to accompany PHYS 2325 or PHYS 2421. Experiments investigate basic measurements and statistics; one dimensional and two dimensional motion; Newton's laws; conservation laws of energy and momentum; rotational motion; and oscillations. Lab fee of $30 required. Corequisite: PHYS 2325 or PHYS 2421. (0-3) S

PHYS 2126 (PHYS 2126) Physics Laboratory II (1 semester credit hour) A calculus-based laboratory course to accompany PHYS 2326 or PHYS 2422. Experiments investigate electrostatics, electric circuits, magnetism, and optics. Lab fee of $30 required. Corequisite: PHYS 2326 or PHYS 2422. (0-3) S

PHYS 2303 Contemporary Physics (3 semester credit hours) Topics include the fundamentals of geometric optics, interference, diffraction, special relativity, structure of the atom, nuclear physics, radioactivity, and elementary particles. An online subscription fee of up to $100 is required for this course for online homework access. (3-0) S

PHYS 2325 (PHYS 2325) Mechanics (3 semester credit hours) Calculus based. Basic physics including a study of space and time, kinematics, forces, energy and momentum, conservation laws, rotational motion, torques, and harmonic oscillation. Two lectures per week. Students will also be registered for an exam section. An online subscription fee of up to $100 is required for this course for online homework access. Prerequisite: MATH 2413 or MATH 2417. Corequisites: (MATH 2414 or MATH 2419) and (PHYS 2121 or PHYS 2125). (3-0) S

PHYS 2326 (PHYS 2326) Electromagnetism and Waves (3 semester credit hours) Continuation of PHYS 2325. Topics include electrostatics and electromagnetics, electric field and potential, electric currents, magnetic fields, laws of Coulomb, Ampere, and Faraday, Maxwell's theory of wave propagation. Two lectures per week. Students will also be registered for an exam section. An online subscription fee of up to $100 is required for this course for online homework access. Prerequisites: PHYS 2325 and (MATH 2414 or MATH 2419). Corequisite: PHYS 2126. (3-0) S

PHYS 2421 Honors Physics I - Mechanics and Heat (4 semester credit hours) Calculus-based physics. This class is a more rigorous version of PHYS 2325 with additional topics in thermal physics. Derivations are more general and rely more heavily on calculus and the use of vectors. More challenging problems and applications. A laboratory component has been integrated directly into the course. Laboratory topics include statistical and systematic uncertainty, multivariate error propagation, calibration, and experiments with an accelerometer. Lab fee of $30 required. Prerequisite: MATH 2413 or MATH 2417 with a minimum grade of B+ in either course. Corequisites: (MATH 2414 or MATH 2419). (3-1) Y

PHYS 2422 Honors Physics II - Electromagnetism and Waves (4 semester credit hours) Calculus-based basic physics. This class is a more rigorous version of PHYS 2326. Derivations are more general and rely more heavily on multi-dimensional calculus concepts such as divergence, gradient, curl, and the theorems of Green, Stokes, and Gauss. More challenging problems and applications. Two lectures plus a required recitation session per week. Students will also be registered for an exam section. Prerequisites: (PHYS 2325 with a grade of B+ or PHYS 2421) and (MATH 2414 or MATH 2419). Corequisites: (MATH 2415 or MATH 2451 or MATH 3351) and PHYS 2126. (4-0) Y

PHYS 3312 Classical Mechanics (3 semester credit hours) Newton's laws; collisions; two body problems and trajectories; Lagrangian formulation; rotational dynamics and the inertia tensor; rotating coordinate systems; gravitation; special relativity. Prerequisite: PHYS 3311 or PHYS 3411 or equivalent. (3-0) Y

PHYS 3330 Numerical Methods in Physics and Computational Techniques (3 semester credit hours) The course covers concepts and computational techniques in numerical methods for solving physics problems. Topics typically include probability, statistics, data analysis, fits, numerical solutions, and interpretation of the experimental data. Prerequisites: (MATH 2415 or MATH 2419 or equivalent) and MATH 2418. (3-0) Y

PHYS 3380 Astronomy (3 semester credit hours) An essentially descriptive course outlining the current views of the universe and the sources of data supporting those views. The solar system and its origin, stars, galaxies, pulsars, quasars, black holes, nebulae, and the evolution of the universe. Opportunity to use a UT Dallas telescope is provided. Prerequisite: PHYS 2326 or PHYS 2422. (3-0) Y

PHYS 3411 Theoretical Physics (4 semester credit hours) Index Notation; Vector spaces and linear operators; Gradient, divergence, and curl; review of multiple integrals; Using Green's, Stokes' and divergence theorems to relate surface integrals to either line or volume integrals; Fourier series; Separating variables in PDEs. Corequisite: MATH 2420. Prerequisites: MATH 2418 with a grade of at least C- and [(MATH 2415 with a grade of at least C-) or (MATH 2451 or MATH 3351 with a grade of at least C-)] and (PHYS 2326 or PHYS 2422). (4-0) S

PHYS 3416 Electricity and Magnetism (4 semester credit hours) Coulomb's and Gauss' laws; potentials, methods for solving electric field distributions near conductors; potentials due to clusters of charges; polarization of dielectric materials; electric displacement. Magnetic fields in a vacuum and in matter; time varying electric and magnetic fields; Maxwell's equations; electromagnetic waves. Prerequisite: PHYS 3311 or PHYS 3411 or equivalent. (4-0) Y

PHYS 3427 Electronics with Laboratory (4 semester credit hours) Topics include direct and alternating current circuits, diodes and transistors, feedback, passive and active filters, simple amplifiers, and combinatorial and sequential digital electronics. Includes laboratory where students will learn to use typical laboratory instruments to test and to diagnose and troubleshoot problems inherent in the circuits they build in lab. The lab exercises are closely tied to the topics covered weekly in the lectures. Lab fee of $30 required. Prerequisite: PHYS 2326 or PHYS 2422. (3-3) Y

PHYS 4301 Quantum Mechanics I (3 semester credit hours) Fundamental concepts: the Stern Gerlach experiment; the Dirac formalism; kets; bras and operators; base kets and matrix representations. Measurements, observables and the uncertainty relations. Position, momentum, and translation. Wave functions in position and momentum space. Time evolution and Schrodinger's equation, Heisenberg picture. Orbital angular momentum, spin, and angular momentum addition. Applications include simple harmonic oscillator and the Hydrogen atom. Prerequisites: (PHYS 3311 or PHYS 3411) and MATH 2418. (3-0) Y

PHYS 4302 Quantum Mechanics II (3 semester credit hours) Fermions and bosons, perturbation theory, WKB approximation, scattering. Prerequisite: PHYS 4301. (3-0) Y

PHYS 4311 Thermodynamics and Statistical Mechanics (3 semester credit hours) Study of the elements of thermodynamics, kinetic theory, and statistical mechanics; the concepts of temperature, entropy, phase transitions, transport phenomena, partition functions, statistical ensembles; the Maxwell Boltzmann, Fermi-Dirac, and Bose-Einstein distributions; and the equipartition theorem. Applications of the theories will be considered. Corequisite: PHYS 3311 or PHYS 3411. Prerequisite: PHYS 2325 or PHYS 2421. (3-0) Y

PHYS 4319 Cyber-Physical Systems (3 semester credit hours) This course introduces students to cyber-physical systems - systems that involve the synergy between physical measurement, physical computation and physical control. Physical sensors paired with embedded computers and networks monitor and control physical processes, with feedback where physical processes affect computations and vice versa. Applications of such systems include laboratory instrumentation, process control, energy management and conservation, environmental control, aircraft control systems, communications systems, instrumentation, critical infrastructure control (electric power, water resources, and communications systems for example), robotics and distributed robotics (telepresence and telemedicine), defense systems, manufacturing, smart structures, medical devices and systems, consumer electronics, toys and games, assisted living, traffic control and safety, and automotive systems. The scientific, economic and societal potential of such systems is massive, and major investments are being made worldwide to develop the technology. The class will give hands on experience with micro-controllers, analog to digital converters, digital electronics interfaces, and cyber physical systems. Prerequisite: PHYS 2326. (3-0) R

PHYS 4328 Optics (3 semester credit hours) Topics include electromagnetic waves and radiation, the interaction of light and matter, geometric optics, polarization, interference, and diffraction. Prerequisite: PHYS 3416. (3-0) Y

PHYS 4340 Introduction to Quantum Information (3 semester credit hours) A general introduction to the field of quantum information: physics of information processing; quantum logic; quantum algorithms including Shor's factoring algorithm; physics hardware for quantum computation; quantum communications; error corrections. Prerequisites: ((MATH 2413 or MATH 2417) and (MATH 2414 or MATH 2419)) or equivalent and (MATH 2418 or equivalent). (3-0) Y

PHYS 4346 Quantum Physics for Engineers and Programmers (3 semester credit hours) This course provides an introduction to quantum physics for non-physicists. The course will introduce and build on mathematical and physical descriptions of the quantum bit (qubit). Topics include linear algebra description of qubits, quantum measurement, postulates of quantum mechanics, physical realizations of qubits, single-qubit gates, multi-qubit gates, entanglement, and decoherence. In-class instruction will be complemented by simulations using state-of-the-art tools such as Qiskit. This course may be taken in parallel with PHYS 4340. No previous experience with quantum mechanics is needed. Prerequisites: (MATH 2413 or MATH 2417 or equivalent) and (MATH 2414 or MATH 2419 or equivalent) and (MATH 2418 or equivalent). (3-0) Y

PHYS 4347 Quantum Network and Communication (3 semester credit hours) This course provides an introduction to quantum networks and quantum communication. Topics include the Einstein-Podolsky-Rosen paradox, Bell inequality, photonic entanglement, single-photon sources, quantum key distribution, quantum memory, quantum transducers, quantum repeater, quantum state teleportation, entanglement swapping, and distributed quantum computing. Prerequisite: PHYS 4346 or PHYS 4301 or equivalent. (3-0) Y

PHYS 4350 Quantum Algorithm and Software (3 semester credit hours) An introduction to quantum algorithms and current software development. Topics covered: Introduction to quantum circuits; Deutsch-Jozsa Algorithm, Bernstein-Vazirani Algorithm, Simon's Algorithm, Quantum Fourier transform, Quantum Phase Estimation; Shor's Algorithm, Grover's Algorithm, Quantum Counting; Solving linear systems of equations using quantum algorithm and its Qiskit implementation; Solving combinatorial optimization problems; Travelling Salesman Problem using Quantum Phase Estimation; quantum machine learning, Qiskit quantum software. Prerequisites: (MATH 2413 or MATH 2417 or equivalent) and (MATH 2414 or MATH 2419 or equivalent) and (MATH 2418 or equivalent). (3-0) Y

PHYS 4352 Concepts of Modern Physics (3 semester credit hours) Quantum mechanics at an advanced undergraduate level will be applied to the discussion of applications such as lasers, semiconductors, superconductors, solid state devices, and elementary particle physics. Selection of topics may vary by semester. Prerequisite: PHYS 4302. (3-0) Y

PHYS 4371 Solid State Physics (3 semester credit hours) This course provides a basic but detailed picture of important concepts in solid state physics. Material covered includes crystal structure, x-ray crystallography, reciprocal space, lattice vibrations, thermal properties of solids, free electron gas, Bloch functions, metals, insulators, and semiconductors. The course concludes with a description of basic semiconductor devices. Prerequisite: PHYS 3416 and PHYS 4301. (3-0) Y

PHYS 4373 Physical Measurements Laboratory (3 semester credit hours) Experiments illustrating concepts in thermodynamics and physical properties of matter, vacuum technology, gas phase kinetics, mass spectroscopy and optical spectroscopy, basic operations in electronics, literature skills, and use of computers. Lab fee of $30 required. Prerequisite: PHYS 3416. (0-6) S

PHYS 4386 Elementary Particle Physics (3 semester credit hours) The course will cover current knowledge and understanding of elementary particle physics, the kinematics of productions and decays of particles, the Quark Model and the Standard Model, particle compositions, and the principles of modern particle detectors. Prerequisites: PHYS 4301 and PHYS 4311. (3-0) T

PHYS 4390 Senior Research (3 semester credit hours) Individual instruction course designed to develop skills for research and clear, precise and accurate scientific writing. Research may be either scientific experimentation or critical analysis of scientific literature. Topics will vary from section to section depending upon the interests of the student, but will be selected from a specific area of physics. Instructor consent required. (3-0) S

PHYS 4392 Extragalactic Astrophysics (3 semester credit hours) This course provides a grounding in the key concepts and physical principles of modern extragalactic astrophysics. Topics covered include galaxies and galaxy clusters (e.g. galaxy formation, and constituents such as dark matter and stellar populations); exotic objects in the universe like quasars, black holes; finding the most distant objects in the universe; and gravitational waves. The theoretical principles will be related to observational signatures already seen or expected to be observed using telescopes and other experiments in the next few years. Prerequisite: PHYS 2326 or PHYS 2422. (3-0) R

PHYS 4398 Senior Research Project for BA Degree (3 semester credit hours) Individual instruction course for students seeking the Bachelor of Arts degree designed to develop skills for clear, precise and accurate scientific writing. The Bachelor of Arts degree is designed as a strong base in physics to pursue graduate studies or work in fields other than physics. The requirement involves research in a topic of the student's choice that the shows the physics involved and the application of the physics background to the field and the development of a plan for implementing such a program. Possibilities include other sciences, medical fields including radiology and diagnostic tools involving physics principles, economics, finance, accounting, patent or high technology law and education at the primary or secondary school level. The research culminates in a minimum of a 12 page paper submitted to the faculty mentor, critiqued and rewritten by the student incorporating the suggestions from the mentor and resubmitted. Instructor consent required. Please consult advisors for more detailed information. (3-0) S

PHYS 4399 Senior Honors Research in Physics (3 semester credit hours) Individual instruction course designed to develop skills for research and clear, precise and accurate scientific writing. Research may be either scientific experimentation or critical analysis of scientific literature. Topics will vary from section to section depending on the interests of the student, but will be selected from a specific area of physics. See current catalog for information on graduation with major honors and honors with distinction. Instructor consent required. (3-0) S

PHYS 4V07 Senior Research Projects (1-6 semester credit hours) Intended as an introduction to research, this course involves independent research activities under the guidance of a faculty member on advanced topics in physics. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) R

PHYS 4V10 Research Topics in Physics (1-9 semester credit hours) Independent research under the guidance of a faculty member on advanced topics in physics. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. Additional prerequisites may be required depending on the specific course topic ([1-9]-0) R

PHYS 4V11 Topics in Physics (1-4 semester credit hours) This course is for new offerings prior to placing them in the catalog. May be repeated for credit as topics vary (9 semester credit hours maximum). Additional prerequisites may be required depending on the specific course topic. ([1-4]-0) R

Statistics

STAT 1342 (MATH 1342) Statistical Decision Making (3 semester credit hours) Principles of quantitative decision making: summarizing data, modeling uncertainty, loss functions, probability, conditional probability, random variables. Introduction to statistics: estimation, confidence intervals, hypothesis testing, regression. Introduction to statistical packages. May not be used to satisfy degree requirements for majors in the School of Engineering and Computer Science, or major requirements in the Schools of Management or Natural Sciences and Mathematics. Prerequisite: MATH 1306 or MATH 1314 or equivalent. (3-0) S

STAT 2332 Introductory Statistics for Life Sciences (3 semester credit hours) Graphs, histograms, mean, median, standard deviation, standardized scores, simple linear regression and correlation; basic rules of probability, Normal t, chi squared, binomial and Poisson distributions; point estimation; hypothesis tests and confidence intervals for means, proportions; contingency tables. Applications in life sciences will be emphasized throughout the course. May not be used to satisfy degree requirements for mathematics, engineering, or computer science majors. Prerequisite: MATH 1325 or MATH 2413 or equivalent. (3-0) S

STAT 3332 Statistics for Life Sciences (3 semester credit hours) Graphs, histograms, mean, median, standard deviation, Chebyshev's inequality, standardized scores, simple linear regression and correlation; basic rules of probability, Bayes theorem; Normal t, chi squared, F, binomial and Poisson distributions; point estimation; hypothesis tests and confidence intervals for means, proportions regression coefficients, and correlation; one way ANOVA; contingency tables. Applications in life sciences will be emphasized throughout the course. May not used to satisfy degree requirements for mathematics, engineering, or computer science majors. Prerequisite: MATH 2413 or MATH 1325 or equivalent. (3-0) S

STAT 3335 Informatics and Programming (3 semester credit hours) Topics include an introduction to computer programming using Python and R and their application to data processing, visualization, and simulation, as well as simple analyses of data. May not be used to satisfy degree requirements for Data Science, Engineering, or Computer Science majors. Prerequisites: (MATH 1325 or MATH 2413) and (STAT 1342 or STAT 2332 or STAT 3332). (Same as BIMS 3335 and MATH 3335) (3-0) Y

STAT 3336 Bioinformatics (3 semester credit hours) This course introduces mathematical and computational methods for analyzing and interpreting molecular biology data. The focus will be on biological sequence (DNA, RNA, and protein) analysis and its applications. Topics include working with biological databases, sequence alignment and analysis, molecular phylogeny and evolution, protein structure, and prediction. Prerequisites: (MATH 2414 or MATH 2419) and (STAT 2332 or STAT 3332). (Same as MATH 3336 and BIMS 3336 and BIOL 3337) (3-0) Y

STAT 3337 Elements of Biostatistics and Epidemiology (3 semester credit hours) Topics include linear regression, analysis of categorical data, analysis of variance, power and sample size calculations, survival analysis, and implementation of methods using software tool R. Prerequisites: (MATH 2414 or MATH 2419) and either STAT 3355 or ((STAT 2332 or STAT 3332) and (MATH 3335 or STAT 3335)). (Same as BIMS 3337) (3-0) Y

STAT 3341 Probability and Statistics in Computer Science and Software Engineering (3 semester credit hours) Axiomatic probability theory, independence, conditional probability. Discrete and continuous random variables, special distributions of importance to CS/SE, and expectation. Simulation of random variables. Central limit theorem. Basic statistical inference, parameter estimation, hypothesis testing, and linear regression. Introduction to stochastic processes. Illustrative examples and simulation exercises from queuing, reliability, and other CS/SE applications. Credit cannot be received for both courses, (CS 3341 or SE 3341 or STAT 3341) and ENGR 3341. Prerequisites: (MATH 1326 or MATH 2414 or MATH 2419) with a grade of C or better, and MATH 2418 with a grade of C or better, and (CE 2305 or CS 2305) with a grade of C or better. (Same as CS 3341 and SE 3341) (3-0) S

STAT 3355 Introduction to Data Analysis (3 semester credit hours) Graphical and numerical summaries of data; univariate and bivariate probability models; point estimation; sampling distributions; confidence intervals and hypothesis testing; comparison of populations; linear regression; analysis of variance; and implementation of methods using R programming language. Prerequisite: MATH 2414 or MATH 2419 or equivalent. (3-0) Y

STAT 3360 Probability and Statistics for Management and Economics (3 semester credit hours) Probability theory including independence, conditioning, density functions, frequently used families of distributions, random variables, expectation, moments, and the central limit theorem; statistical inference including sampling, estimation, hypothesis testing, and regression. May not used to satisfy degree requirements for mathematics, engineering, or computer science majors. Prerequisite: MATH 1326. (3-0) S

STAT 4338 Biostatistics and Machine Learning Lab (3 semester credit hours) This course is intended to provide hands-on experience in biomedical data analysis. Topics include introduction to common machine learning methods for classification and regression, and their implementation in the R or Python programming language. The course has a research project requirement. The deliverables will include a final project report. Prerequisite: STAT 3337 or BIMS 3337. (Same as BIMS 4338) (3-0) Y

STAT 4351 Probability (3 semester credit hours) Sample spaces, probability of events, Kolmogorov's axioms, independence and dependence, Bayesian methodology. Discrete and continuous random variables. Probability distributions, mass functions and densities of univariate and multivariate random variables. Expected values, variances, moment generating functions, covariances and related issues. Probability inequalities. Special probability distributions and special probability densities. Functions of random variables, distribution function techniques, transformation techniques for one and several variables, moment-generating techniques. The law of large numbers, the central limit theorem and classical sampling distributions. Proofs of all main results. Practical examples illustrating the theory. The course can be used as a preparation for the first (Probability) actuarial exam. Prerequisite: MATH 3351 or equivalent. (3-0) Y

STAT 4352 Mathematical Statistics (3 semester credit hours) Sampling distributions. Order statistics. Decision theory including minimax and Bayes criterion. Point estimation including unbiased estimators, efficiency, consistency, sufficiency, robustness, the method of moments, the method of maximum likelihood, Bayesian estimation. Interval estimation including the estimation of means, differences of means, proportions, differences between proportions, variances and ratios of variances. Hypothesis testing including Neyman-Pearson lemma, power function and likelihood ratio test. Special tests involving means, variances and proportions. Nonparametric tests. Foundations of regression, correlation, design and analysis of experiments. Proofs of all main results. Practical examples illustrating the theory. The course can be used as a preparation for the statistical part of the fourth actuarial exam. Prerequisite: STAT 4351 or equivalent. (3-0) Y

STAT 4354 Numerical and Statistical Computing (3 semester credit hours) Solving linear and nonlinear equations; numerical differentiation and integration; optimization; Newton-Raphson and EM algorithms; QR, Cholesky, eigenvalue, and singular value decompositions; random number generation; Monte Carlo methods; Markov chain Monte Carlo methods; bootstrap and jackknife; power analysis and sample size determination; and use of a statistical software package such as R. Prerequisites: (MATH 2451 or MATH 3351) and STAT 4351, or instructor consent required. (3-0) Y

STAT 4355 Applied Linear Models (3 semester credit hours) Introduction to linear statistical models and their application to empirical data. Topics include linear and logistic regression; multiple regression; diagnostic measures; detection of outliers and influential observations; variable selection; one- and two-way ANOVA; analysis of covariance; model fitting and validation using the statistical programming language R. Prerequisite: STAT 3355 or instructor consent required. (3-0) Y

STAT 4360 Introduction to Statistical Learning (3 semester credit hours) Supervised learning methods including linear regression; classification; cross-validation; bootstrap; model selection and regularization; tree-based methods; and support vector machines. Unsupervised learning methods including principal components analysis and clustering. Computer packages such as R or Python will be used for implementation of methods and data analysis. Prerequisite: STAT 3355 or instructor consent required. (3-0) Y

STAT 4365 Introduction to Deep Learning (3 semester credit hours) Topics include single and multilayer neural network models; loss and activation functions; backpropagation algorithm; common neural architectures for classification and regression; autoencoders; training deep neural networks; methods for improving generalizability of deep learners; recurrent and convolutional neural networks; and reinforcement learning. Computer packages such as R or Python will be used for implementation of methods and data analysis. Prerequisites: (STAT 4355 or STAT 4360) and (MATH 2418 or MATH 4355) or instructor consent required. (Same as MATH 4365) (3-0) Y

STAT 4382 Stochastic Processes (3 semester credit hours) Stochastic models including Markov chains, random walks, Poisson processes, renewal processes, and an introduction to time series and forecasting. Prerequisite: STAT 4351 or equivalent. (3-0) S

STAT 4475 Capstone Project (4 semester credit hours) This course is intended to provide hands-on experience in a data science project. Students will work in teams on projects and will be involved in formulating a relevant problem, collecting the requisite data, finding a solution, and developing the necessary computational tools. The deliverables will include a final project report that details these steps and presentation of the project. Prerequisites: STAT 4355 and CS 4375. (Same as CS 4475 and MATH 4475) (4-0) S

STAT 4V02 Independent Study in Statistics (1-6 semester credit hours) Independent study under a faculty member's direction. Student must obtain approval from participating mathematics faculty member and the undergraduate advisor. May satisfy the School of Natural Sciences and Mathematics' advanced writing requirement if it has a major writing/report component. May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-6]-0) S

STAT 4V96 Epidemiological Research Lab (1-6 semester credit hours) May be repeated for credit as topics vary 6 semester credit hours maximum). Prerequisites: BIMS 3337 or STAT 3337 and instructor consent required. ([1-6]-0) R

STAT 4V97 Undergraduate Topics in Statistics (1-9 semester credit hours) May be repeated for credit as topics vary (9 semester credit hours maximum). Instructor consent required. ([1-9]-0) S