Understanding Deep Learning(udlbook.github.io)

347 points by georgehill 2 years ago | 79 comments

Homepage for Simon J.D. Prince's book Understanding Deep Learning (MIT Press, 2023), offering a free draft PDF of chapters 1-21 under a CC license.

R: Introduction to Data Science (2019)(rafalab.dfci.harvard.edu)

174 points by tosh 2 years ago | 113 comments

Making deep learning go brrrr from first principles (2022)(horace.io)

81 points by jpdus 3 years ago | 18 comments

Making deep learning go brrrr from first principles (2022)(horace.io)

163 points by tosh 5 months ago | 59 comments

Show HN: Building an LLM from Scratch in TypeScript(book.humanexperiences.io)

27 points by baraa_ 12 days ago | 2 comments

An online book guiding readers through building a large language model from scratch in NodeJS and TypeScript, covering dataloaders, embeddings, and attention.

Applied Machine Learning for Tabular Data(aml4td.org)

142 points by sebg 2 years ago | 16 comments