A curated list of awesome statistics resources
- Statistics Essentials for Dummies - by Deborah J. Rumsey
- Naked Statistics: Stripping the Dread from the Data - by Charles Wheelan
- Think Stats - by Allen B. Downey
- Introduction to statistical thought - by Michael Lavine - free
- Forecasting: Methods and Applications
- Applying Contemporary Statistical Techniques
- Multiple Regression And Beyond
- The Signal and the Noise - by Nate Silver
- How to Lie with Statistics - by Darrell Huff
- Introduction to Probability - by Dimitri P. Bertsekas and John N. Tsitsiklis - free
- Basic Probability Theory - by Robert B. Ash - free
- Probability Cheatsheet - free
- An Introduction to Probability and Random Processes - by Gian-Carlo Rota and Kenneth Baclawski - free
- Probabilistic Programming & Bayesian Methods for Hackers - by Cameron Davidson-Pilon - free
- Think Bayes ,2e - by Allen B. Downey - free
- An Introduction to Statistics with Python - by Thomas Haslwanter
- CrashCourse Statistics
- Statistics - A Full University Course on Data Science Basics - by Monika Wahi
- Statistics subreddit
- Statistical Modeling, Causal Inference, and Social Science - Andrew Gelman's blog
- Error Statistics Philosophy - Deborah Mayo's blog
- Hyndsight - Rob J. Hyndman's blog
- Simply Statistics - Rafa Irizarry, Roger Peng, and Jeff Leek's blog
- R-statistics blog
- Statistics by Jim
- Statistics and probability - Khan academy
paid courses from linkedin (formerly lynda.com)