Understanding Deep Learning udlbook.github.io ↗

A deep learning textbook by Simon Prince with theory and programming exercises.

BookLearning & booksdeep-learningexercises

Captured 4 Nov 2026

Recommended in 1 thread

The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer
arxiv.org · 10 days ago
Has lots of exercises, including many programming ones.

Deep Learning: Foundations and Concepts ↗Learning & books
A deep learning textbook by Christopher Bishop and Hugh Bishop.
1 thread
The Little Book of Deep Learning ↗Learning & books
A compact free book by François Fleuret covering deep learning foundations.
1 thread
Dive into Deep Learning ↗Learning & books
An interactive open book on deep learning with code.
1 thread
Professional Linux Kernel Architecture ↗Learning & books
A book by Wolfgang Mauerer describing Linux kernel internals.
1 thread
Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins ↗Learning & books
A book by Garry Kasparov on his matches against computers and on human-machine collaboration.
1 thread
Why Machines Learn ↗Learning & books
A book by Anil Ananthaswamy explaining the math behind modern AI.
1 thread
What Every Programmer Should Know About Memory ↗Learning & books
Ulrich Drepper's paper on memory hierarchy and caches for programmers.
1 thread
Cracking Codes with Python ↗Learning & books
Al Sweigart's book teaching programming by implementing and breaking ciphers.
1 thread

Careless People ↗
A memoir by former Facebook executive Sarah Wynn-Williams about the company's leadership.
3 threads
The Expanse ↗
A science fiction novel series later adapted for television.
3 threads
The Mythical Man-Month ↗
Fred Brooks' classic book of essays on software project management.
3 threads
Wikipedia
A free collaborative online encyclopedia.
3 threads
Blindsight ↗
A science fiction novel by Peter Watts that explores consciousness and perception.
2 threads
Debt: The First 5,000 Years ↗
A book by David Graeber on the history of debt, credit and money.
2 threads
Diátaxis ↗
A framework for organising technical documentation into tutorials, how-tos, reference and explanation.
2 threads
Forvo ↗
A website with crowdsourced audio recordings of how native speakers pronounce words.
2 threads
From Bauhaus to Our House ↗
Tom Wolfe's critique of modernist architecture.
2 threads
How Complex Systems Fail ↗
A short essay by Richard Cook on the nature of failure in complex systems.
2 threads
Superintelligence ↗
Nick Bostrom's book on the risks of advanced artificial intelligence.
2 threads
The Big Short ↗
A 2015 film about the 2008 housing and credit collapse.
2 threads

Link from a commenter, not checked or endorsed by us: ↗ https://udlbook.github.io/udlbook/