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Dec 12, 2024
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ITOM 6275 - Predictive Analytics and Machine Learning
Credits: 2
Covers methods for predictive modeling methods for business decision making. Starts with time series forecasting, and then examines a variety of machine learning and data mining modeling approaches such as classification and regression trees (CART), neural networks, clustering, and association-based reasoning. Examines relevant considerations that managers must make in applying these technologies to different types of decision-making and planning problems. Course format includes lectures, cases, and hands-on exercises using appropriate software. Prerequisites: MAST 6474 and ITOM 6274 .
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