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Feb 10, 2026
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ITOM 4334 - Predictive Analytics and Machine Learning
Credits: 3
Covers various methods for gaining insights from both structured and unstructured business data. Starts with discussion of time series forecasting, then covers machine learning and data mining technologies, such as neural networks, clustering, and association-based reasoning, and examines how companies can apply these technologies to different types of decision and planning problems. Also covers AI/ML applications in various functional areas, such as training, customer service, process improvement, and operations. Prerequisites: ITOM 2308 and ITOM 3306 . Restricted to Cox majors.
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