An Introduction to Statistical Learning
The home of the popular statistics and machine learning textbook, with free PDFs of every edition, R and Python labs, datasets, errata and video lectures.
No account needed · sign in to keep your taste everywhere
More like this
Pages that share An Introduction to Statistical Learning's themes. Or browse all of Education.
Introduction to Modern Statistics
A free online textbook that teaches statistics and data analysis from scratch, with worked examples, real datasets, exer…
Artificial Intelligence: A Modern Approach
The companion site for the standard university textbook on artificial intelligence, with resources, code repositories, a…
Machine Learning From Scratch
A free online textbook that builds machine learning algorithms from scratch, pairing the underlying math with plain Pyth…
Ultimate Electronics Book
A free interactive textbook on practical circuit design and analysis for hobbyists and electrical engineering students,…
Algorithms by Jeff Erickson
A free algorithms textbook and course archive from Jeff Erickson at the University of Illinois, with lecture notes, home…
Statistics Done Wrong
Alex Reinhart's free online book about the statistical mistakes scientists make, from p-value abuse to underpowered stud…
Stumble onto more like this
One click takes you to a page you didn't know you were looking for. Rate it and the next one lands closer to your taste.
Add to Browser — it's freeWorks in Chrome, Edge and Brave. No account needed.