Information Theory, Inference, and Learning Algorithms

Why it matters
One of the rare books that connects:
- information theory and coding,
- Bayesian inference,
- neural nets,
- and pragmatic engineering intuition.
It’s also a great “taste filter”: if you like this book, you probably like careful thinking.