ITSS4383 - Machine Learning for Business Analytics

ITSS 4383 Machine Learning for Business Analytics (3 semester credit hours) Exploration of advanced applications of artificial intelligence and machine learning in business and analytics using Python. Coverage includes supervised and unsupervised methods, neural networks, deep learning, natural language processing, large language models, and reinforcement learning. Emphasis placed on data preparation, statistical foundations, model building, and evaluation techniques. Case studies and applied exercises highlight the role of AI in strategic decision-making, implementation, and governance. Ethical and regulatory considerations are integrated throughout, examining fairness, bias, and responsible deployment of AI systems. Prerequisites: (ITSS 3312 or BUAN 4381 or ITSS 4381) and (BUAN 4373 or OPRE 4373). (Same as BUAN 4383) (3-0) S