STA414 / STA2104 Winter 2017

Statistical Methods for Machine Learning and Data Mining

This course introduces machine learning to students with a statistical background. Besides teaching standard methods such as logistic and ridge regression, kernel density estimation, and random forests, this course course will try to offer a broader view of model-building and optimization using probabilistic building blocks.

What you will learn:

Instructors:

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Syllabus and Course Information

Piazza

Tentative Schedule