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BSAN 745 Advanced Machine Learning

BSAN 745.  Advanced Machine Learning.  3 Credits.     

This course expands the toolbox of machine learning methods and techniques presented in BSAN:750 Introduction to Machine Learning. The course also explores the statistical and mathematical underpinnings of machine learning methods in greater depth, while still providing a hands-on experience through the use of programming languages such as R and Python. Topics include: dimensionality reduction and feature selection, kernel methods, and deep learning, among other more advanced supervised learning methods, as well as special topics in machine learning of the instructors choosing.

Doctor of Philosophy in Business

...Data Warehousing 3 BSAN 730 Large Scale Data Analysis 3 BSAN 745 Advanced Machine Learning...

Master of Science in Business Analytics

...Analytics (3 cr.) BSAN 715: Analytics Application Development (3 cr.) BSAN 745: Advanced Machine Learning...