Book cover of Advances in Financial Machine Learning

Book description

Learn to understand and implement the latest machine learning innovations to improve your investment performance

Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that - until recently - only expert humans could perform. And finance is ripe for disruptive innovations that will…

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 Advances in Financial Machine Learning as one of their favorite books. Why do they recommend it?

By now, you may notice that I like to recommend textbooks. I use this bestseller for my course in Financial Machine Learning at Northwestern University, but really, nobody interested in financial machine learning hasn’t read this book. The topics are highly relevant to every investor or trader – I read it at least 5 times to digest every nugget and have put them to very productive use in my trading as well as in my fintech firm predictnow.ai. It covers basic techniques such as random forest to advanced techniques such as Hierarchical Risk Parity, which is a big improvement over…

From Ernest's list on quantitative trading for beginners.

If you love Advances in Financial Machine Learning...

Book cover of The Rosewood Penny

The Rosewood Penny by J.S. Fields,

2023 Queer Indie Award Nominee!

The dragons of Yuro have been hunted to extinction.

On a small, isolated island, in a reclusive forest, lives bandit leader Marani and her brother Jacks. With their outlaw band they rob from the rich to feed themselves, raiding carriages and dodging the occasional vindictive…

Want books like Advances in Financial Machine Learning?

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

Browse books like Advances in Financial Machine Learning

Book cover of Statistics and Data Analysis for Financial Engineering: With R Examples
Book cover of Asset Management: A Systematic Approach to Factor Investing
Book cover of Option Trading: Pricing and Volatility Strategies and Techniques

Share your top 3 reads of 2025!

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

1,343

readers submitted
so far, will you?

📚 If you like Advances in Financial Machine Learning, you might also like...

Book cover of Portrait of an Artist as a Young Woman

Portrait of an Artist as a Young Woman by Alexis Krasilovsky,

Kate from Jules et Jim meets I Love Dick.

A young woman filmmaker’s journey of self-discovery, set against a backdrop of the sexual liberation movement of the 1970s and 1980s. In Portrait of an Artist as a Young Woman, we follow Ana Fried as she faces the ultimate…

Book cover of Malcolm Before X

Malcolm Before X by Patrick Parr,

Malcolm Before X is about finding a way to continue moving forward after everything has been taken from you. While in prison, Malcolm Little discovered the power of reading and found a way to transform his character and become a better man. This half-biography focuses on that transformation, especially his…

5 book lists we think you will like!