Statistical Learning | Machine Learning Course, Stanford University

In-depth 15-hour video course on machine learning techniques, taught by renowned Stanford professors. Gain theoretical and practical understanding of statistical learning.

Introduction

In-depth introduction to machine learning in 15 hours of expert videos.

Highlights

• Taught by Stanford University professors Trevor Hastie and Rob Tibshirani, authors of the renowned "Elements of Statistical Learning" textbook
• Covers many important methods for regression and classification, with R code demonstrations
• Textbook "An Introduction to Statistical Learning with Applications in R" is available as a free PDF download

Recommendation

Highly recommended for those new to machine learning, as well as R users, to gain both theoretical and practical understanding of statistical learning techniques.