Book description
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.
This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background…
- Coming soon!
Why read it?
1 author picked Probabilistic Machine Learning as one of their favorite books. Why do they recommend it?
My knees tremble and my heart quakes when I think of how much work must have gone into these two companion volumes. Collectively, they are more than four times the length of my book, covering the whole of machine learning.
It is an essential encyclopedic resource that should be on the desk of anyone serious about machine learning.
From Simon's list on machine learning and deep neural networks.
If you love Probabilistic Machine Learning...
The Rosewood Penny
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 Probabilistic Machine Learning?
Our community of 12,000+ authors has personally recommended 76 books like Probabilistic Machine Learning.
Share your top 3 reads of 2025!
And get a beautiful page showing off your 3 favorite reads.
1,340
readers submitted
so far, will you?
📚 If you like Probabilistic Machine Learning, you might also like...
Murder, Lies and Chocolate
Book 2, Death by Chocolate series.
Rodney Bradford comes into Lindsay's restaurant, offers to buy her small house for double its value, eats her brownies, and drops dead on the sidewalk in front. Next, her almost-ex-husband offers to sign the divorce papers, but only if she'll give him her small,…
Tangle of Time
A spellbinding journey through time and cultures.
When Annie Thornton, midwife and apprentice witch, falls through time to a 15th-century Yorkshire village with her telepathic cat, Rosamund, she befriends Will and Jack, two soldiers returning from the French Wars. Mistress Meg, Annie’s ancestral aunt living in the 15th century, is…
