Pro Explanation of theories are easy to understand
All theory introduced in this guide is nicely explained and backed up with concrete, straightforward examples that are easy to understand. The math-heavy parts are nicely illustrated with code, and the author walks you through each step of the process gently.
Pro Great for programmers looking to get into machine learning
This guide assumes that the reader has some experience with programming and dives straight into the subject matter. It doesn't waste time on non-essentials, and it's geared toward readers looking to understand the building blocks of machine learning from the ground up.