BUAN4382 - Applied Artificial Intelligence/Machine Learning

BUAN 4382 Applied Artificial Intelligence/Machine Learning (3 semester credit hours) Broad exploration of machine learning, data mining, and pattern recognition in business contexts. Coverage of supervised and unsupervised learning methods, text analytics, and applications of AI techniques for business decision-making. Attention to data preparation, model selection, and evaluation. Emphasis on business framing, strategy, and return on investment, along with ethical and regulatory considerations in AI. Content delivered through lectures, discussions, labs, and case studies, focusing on practical methods and conceptual understanding across real-world applications. Prerequisite: ITSS 3312 or BUAN 4381 or ITSS 4381. (Same as ITSS 4382) (3-0) S