A Pragmatic Review of The Hundred-Page Machine Learning Book

The moment we decide to learn machine learning, we find that most of the resources are quite deep. And almost none are geared to give you a 30,000 foot view across the ML landscape. Well, none but one IMHO. And that is the Hundred Page Machine Learning Book by Andriy Burkov. Here is usually what happens: You get to a place where you can follow a scikit-learn tutorial and get a result, but the theory, the “why” behind the code is tough to wrap your head across. ...

June 20, 2025 · 6 min · Shivam Chhuneja