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An Introduction to Statistical Learning with Applications in R course, PDF ebook on 612 pages.

FREE
This course includes
Hours of videos

5 hours

Units & Quizzes

1

Unlimited Lifetime access
Access on mobile app
Certificate of Completion

An Introduction to Statistical Learning with Applications in R

Contents

  • Introduction
  • Statistical Learning
  • Linear Regression
  • Classification
  • Resampling Methods
  • Linear Model Selection and Regularization
  • Moving Beyond Linearity
  • Tree-Based Methods
  • Support Vector Machines
  • Deep Learning
  • Survival Analysis and Censored Data
  • Unsupervised Learning
  • Multiple Testing

Summary on tutorial An Introduction to Statistical Learning

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Course Currilcum

  • An Introduction to Statistical Learning 05:00:00