The Hundred

A concise guide to Machine Learning in 100 pages.

Machine Learning Reference Guide Concise

Pricing: paid — $50 e-book, $40 paperback · Visit website

The Hundred-Page Machine Learning Book by Andriy Burkov is a comprehensive yet succinct introduction to the field of machine learning, covering supervised and unsupervised learning, neural networks, ensemble methods, and more. Ideal for quick learning or as a reference guide.

Pros

Concise
Comprehensive coverage
Illustrated

Cons

Limited depth
Not free
No interactive elements

FAQ

Is the book suitable for beginners?

Yes, it provides a gentle introduction to machine learning concepts.

Can I access this online?

The e-book is available for purchase; hardcover and paperback options are also available.

How long does it take to read?

It can be read in about 10 hours, making it a quick learning experience.

Last updated: 2026-06-21