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David MacKay: information theory, inference, learning algorithms.

It’s a classic in the field(s). Available as free pdf. Sets an example for how technical books should be written.

Came here to also say this, amazing book. There are also lectures on YouTube from the author.

Absolutely love this book. It’s the perfect bridge from physics to machine learning.