STAT 253: Statistical Machine Learning

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This is the class manual for Statistical Machine Learning (STAT 253) at Macalester College for Spring 2023, taught by Professor James Normington. The content largely draws upon our class textbook, An Introduction to Statistical Learning with Applications in R. In addition, much of this site’s content was created by Professor Alicia Johnson, Professor Brianna Heggeseth, and Professor Leslie Myint.

This bookdown website was constructed by Professor Brianna Heggeseth.

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.