Data Mining and Machine Learning Essentials

Strong content, uneven pacing. I would still recommend it.

A colleague recommended this and I can see why. It does something that few technical books manage: it respects the reader's time. The writing is direct and does not waste space on filler, which I value in a technical book. Some of the material is available elsewhere, but rarely presented this clearly. The writing is direct and does not waste space on filler, which I value in a technical book. Good value for the price and worth the time it takes to work through properly.

Very good, with a few caveats. The core material is strong.

I read this over a couple of weekends alongside a small side project, which turned out to be the ideal way to approach it. The explanations are careful without being condescending, which is a difficult balance to strike. The chapters on ai & machine learning are the strongest — the examples are stripped down but complete, and I could follow along without constant guessing. Good value for the price and worth the time it takes to work through properly.