Data Mining and Machine Learning Essentials

A superb guide. The examples are small but complete.

I came to this book already familiar with the basics, and it still had plenty to offer. The early chapters move quickly through material I already knew, but the later sections were genuinely new to me. The author is unusually honest about where the simplifications break down, which I appreciated. This is the book I wish had existed when I started working with ai & machine learning.

A genuinely enjoyable read that also taught me a great deal.

I had been on the fence about this one for a while, and I should have bought it sooner. Some of the material is available elsewhere, but rarely presented this clearly. A couple of chapters felt like they could have been merged, but that is a minor complaint. The book rewards careful reading. Skimming it would be a mistake. One of those books that pays for itself within the first few chapters. Highly recommended.