All of Statistics by Larry WassermanConvex Optimization by Stephen BoydDeep Learning by Ian GoodfellowReinforcement Learning by Richard S. SuttonNumerical Algorithms by Justin Solomon
Computer-Math
17 books — 3 voters
The Signal and the Noise by Nate SilverThe Elements of Statistical Learning by Trevor HastieMoneyball by Michael   LewisThe Visual Display of Quantitative Information by Edward R. TufteAn Introduction to Statistical Learning by Gareth James
Data Science - Learning About Data
133 books — 121 voters

1984 by George OrwellAnimal Farm by George OrwellGuns, Germs, and Steel by Jared DiamondBrave New World by Aldous HuxleyMan's Search for Meaning by Viktor E. Frankl
Best Books To Frame Thinking
1,280 books — 1,421 voters
Thinking, Fast and Slow by Daniel KahnemanThe Man Who Mistook His Wife for a Hat and Other Clinical Tales by Oliver SacksHow the Mind Works by Steven PinkerThe Blank Slate by Steven PinkerThe Selfish Gene by Richard Dawkins
Best Cognitive Science Books
408 books — 492 voters