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Understanding Deep Learning

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

Resources for instructors

+

Instructor answer booklet available with proof of credentials via MIT Press.

+

Figures in PDF (vector) / SVG (vector) / Powerpoint (images): +

-

Download draft PDF

+ Instructions for editing figures / equations can be found here. -Draft PDF Chapters 1-21
2023-10-13. CC-BY-NC-ND license -
- download stats shield -
- +

Resources for students

-

Table of contents

- +

Answers to selected questions: PDF +

+

Python notebooks: (Early ones more thoroughly tested than later ones!)

- -

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: (Early ones more thoroughly tested than later ones!)

- - + -
-

Citation:

-

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+    
Citation

+    

  @book{prince2023understanding,
  author = "Simon J.D. Prince",
  title = "Understanding Deep Learning",
@@ -162,4 +378,6 @@ Instructions for editing figures / equations can be found 

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