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Welcome to CIS5200: Machine Learning

This course provides a thorough modern introduction to the field of machine learning. It is designed for students who want to understand not only what machine learning algorithms do and how they can be used, but also the fundamental principles behind how and why they work.

See the syllabus and canvas for all details

Prerequisites are a basic knowledge of linear algebra (matrices, eigenvectors), probability, statistics, programming in python,and latex. See the Course Description, and importantly, the Resources page for links

2021 websiteand 2022 Lectures and schedule