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An Introduction to Statistical Learning

An Introduction to Statistical Learning

Book about essential machine learning concepts by G. James et. al.
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www-bcf.usc.edu
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Description
This book provides an introduction to statistical learning methods. It is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences. The book also contains a number of R labs with detailed explanations on how to implement the various methods in real life settings, and should be a valuable resource for a practicing data scientist. It is available for free on the course website.

Level:
Advanced
Duration:
426 pages
Submitted by:
Yuwu
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Would you recomment this course to a friend?

Yuwu
What did you like about this course?
This book is an excellent reference for basic machine learning topics.
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