Understanding Deep Learning

by Simon J.D. Prince
To be published by MIT Press Dec 5th 2023.
front cover

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Draft PDF Chapters 1-21
2023-08-06. CC-BY-NC-ND license
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Table of contents

Resources for instructors

Instructor answer booklet available with proof of credentials via MIT Press

Figures in PDF (vector) / SVG (vector) / Powerpoint (images): Instructions for editing figures / equations can be found here.

Resources for students

Answers to selected questions: PDF

Python notebooks:


 author = "Simon J.D. Prince",
 title = "Understanding Deep Learning",
 publisher = "MIT Press",
 year = 2023,
 url = "http://udlbook.com"