Introduction to Statistical Learning Course

Zhao Cong

About the course

This course is part of the Machine Learning course and is a reference course for the entrance examination of the Graduate School of Computer Science at the University of Tokyo.

Course and Book

The following are the main course and book used in this course.

Books:

An Introduction to Statistical Learning

The Elements of Statistical Learning

Course:

An Introduction to Statistical Learning with Python

References

杉山 将: 統計的機械学習 —生成モデルに基づくパターン認識, オーム社, 2009

中川 裕志: 機械学習, 丸善出版, 2015

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Introduction to Statistical Learning Course