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