Book cover of Machine Learning

Book description

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action,…

When you buy books, we may earn a commission that helps keep our lights on (or join the rebellion as a member).

Why read it?

1 author picked Machine Learning as one of their favorite books. Why do they recommend it?

Peter Flach’s book on machine learning had a profound impact on me. The book is simple to understand, and highly visual. But beyond that Peter himself is a lovely person who obviously cares about all his students. I believe for getting started in machine learning and wanting to understand the algorithms that power many models, this is a great place to start.

But most importantly it’s a great way to understand the power and gain more intention behind what we are doing.

From Matthew's list on ethical artificial intelligence.

If you love Machine Learning...

Ad

Book cover of Aggressor

Aggressor by FX Holden,

It is April 1st, 2038. Day 60 of China's blockade of the rebel island of Taiwan.

The US government has agreed to provide Taiwan with a weapons system so advanced that it can disrupt the balance of power in the region. But what pilot would be crazy enough to run…

Want books like Machine Learning?

Our community of 12,000+ authors has personally recommended 100 books like Machine Learning.

Browse books like Machine Learning

Book cover of Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Book cover of Fooled by Randomness
Book cover of How to Lie with Statistics

Share your top 3 reads of 2025!

And get a beautiful page showing off your 3 favorite reads.

1,210

readers submitted
so far, will you?

Ad

📚 If you like Machine Learning, you might also like...

Book cover of Old Man Country

Old Man Country by Thomas R. Cole,

This book follows the journey of a writer in search of wisdom as he narrates encounters with 12 distinguished American men over 80, including Paul Volcker, the former head of the Federal Reserve, and Denton Cooley, the world’s most famous heart surgeon.

In these and other intimate conversations, the book…

Book cover of Lane and the Inventor

Lane and the Inventor by Amy Q. Barker,

A grumpy-sunshine, slow-burn, sweet-and-steamy romance set in wild and beautiful small-town Colorado. Lane Gravers is a wanderer, adventurer, yoga instructor, and social butterfly when she meets reserved, quiet, pensive Logan Hickory, a loner inventor with a painful past.

Dive into this small-town, steamy romance between two opposites who find love…

5 book lists we think you will like!