Book cover of Interpretable Machine Learning: A Guide For Making Black Box Models Explainable

Book description

Interpretable Machine Learning is a comprehensive guide to making machine learning models interpretable

"Pretty convinced this is the best book out there on the subject"
– Brian Lewis, Data Scientist at Cornerstone Research

Summary

This book covers a range of interpretability methods, from inherently interpretable models to methods that can…


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 Interpretable Machine Learning as one of their favorite books. Why do they recommend it?

It describes a very hot topic, interpretable machine learning, in a very enjoyable way. It served me as a great basis for a part of a course I am teaching.

If you love Interpretable 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 Interpretable Machine Learning?

Our community of 12,000+ authors has personally recommended 2 books like Interpretable Machine Learning.

Browse books like Interpretable Machine Learning

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 Interpretable 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…