Free Deep Learning Textbook
The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free. For more information about this 700+ pages free book and its authors, click here.
The picture below represents a selection of (non-free) deep learning books: you can check them here. For other free data science books, click here. To access the free deep learning textbook, scroll down to the contents section, below the picture.
Contents
- Table of Contents
- Acknowledgements
- Notation
- Introduction
- Part I: Applied Math and Machine Learning Basics
- Part II: Modern Practical Deep Networks
- Part III: Deep Learning Research
- Bibliography
- Index
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