Book Recommendations
All books on this list are good and worth reading. The symbols below highlight standouts:
SYMBOLOGY:
💎: Gem
👌: Very good
🌶️: Extra points for being Latin American
🎓: Highly technical / academic read
❤️ Books About AI Ethics #
- 👌 Future Proof: 9 Rules for Humans in the Age of Automation – Kevin Roose
- 💎 Weapons of Math Destruction – Cathy O’Neil
- Human + Machine: Reimagining Work in the Age of AI – Paul R. Daugherty & H. James Wilson
- Artificial Intelligence: A Guide for Thinking Humans – Melanie Mitchell
- The Industries of the Future – Alec Ross
- Newsmakers: Artificial Intelligence and the Future of Journalism – Francesco Marconi
📈 Books About Statistics #
- 💎 The Art of Statistics – David Spiegelhalter
- 👌🎓 A Student’s Guide to Bayesian Statistics – Ben Lambert
- 👌 Storytelling with Data – Cole Nussbaumer Knafli
- 👌 Factfulness – Hans Rosling
- Making Numbers Count – Chip Heath & Karla Starr
🎲 Books About Uncertainty #
- 💎 Fooled by Randomness – Nassim Nicholas Taleb
- 💎 Noise – Daniel Kahneman
- 👌 The Black Swan – Nassim Nicholas Taleb
- The Art of Uncertainty – David Spiegelhalter
- On the Edge: The Art of Risking Everything – Nate Silver
🤖 Books About Machine Learning / AI #
- 💎🎓 Applied Predictive Modeling – Max Kuhn
- 👌 Feature Engineering and Selection – Max Kuhn
- 💎🎓 Machine Learning: A First Course for Engineers and Scientists
– Lindholm, Wahlström, Lindsten, Schön - 💎🎓 Mathematics for Machine Learning – Aldo Faisal & Marc Peter Deisenroth
- The Master Algorithm – Pedro Domingos
- 💎 The Infinity Machine: Demis Hassabis, DeepMind and the Quest for Superintelligence – Sebastian Mallaby
📚 More Great Books #
- 💎 How to Be a Stoic: Ancient Wisdom for Modern Life – Massimo Pigliucci
- 💎 Diogenes: The Rebellious Life and Revolutionary Philosophy of the Original Cynic – Inger N.I. Kuin
- The Gene: An Intimate History – Siddhartha Mukherjee
- The Man from the Future: The Visionary Life of John von Neumann – Ananyo Bhattacharya
- 🌶️ Anything by Gabriel García Márquez
- 💎🌶️ The Maniac – Benjamin Labatut
- 💎 The Man Who Solved the Market – Gregory Zuckerman
- 💎🎓 Thinking, Fast and Slow – Daniel Kahneman
- 👌 Leonardo da Vinci – Walter Isaacson
- Superforecasting – Philip E. Tetlock
- 👌 Slow Productivity – Cal Newport
- The Code Breaker – Walter Isaacson
- 💎 The Emperor of All Maladies – Siddhartha Mukherjee
- 👌 The Idea Factory – Jon Gertner
- Hit Refresh – Satya Nadella
- AI Superpowers – Kai-Fu Lee
- Moonwalking with Einstein – Joshua Foer
- 👌 Shoe Dog – Phil Knight