How Google Works
- Gives interesting insights in the healthy values at Google.
How Not to Be Wrong: The Power of Mathematical Thinking
- Interesting discussions about correct/incorrect interpretations of data/statistics.
Black Hat Python
- Gives short code examples of what can be possible to do.
Programming Collective Intelligence
- Outdated but very inspiring hands on examples of ML in Python