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BSAN 750 Data Mining and Machine Learning

BSAN 750.  Data Mining and Machine Learning.  3 Credits.     

This course introduces students to foundational machine learning methods and techniques that can be applied to rich data sources common to many complex, real-world business problems. The material presented emphasizes a hands-on analytics experience using programming languages such as R and Python. Topics include: exploratory data analysis, data preparation, and both supervised (e.g., logistic regression, etc.) and unsupervised (e.g., clustering, etc.) learning methods, among other topics of the instructor's choosing.

Doctor of Philosophy in Business

...Algebra II 3 BSAN 740 Optimization and Prescriptive Analytics 3 or BSAN 750 Data Mining...

Master of Science in Business Analytics

...Optimization (3 cr.) BSAN 730: Large Scale Data Analytics (3 cr.) BSAN 750: Data Mining...