Deep Learning

An MIT Press book in preparation

Ian Goodfellow, Yoshua Bengio and Aaron Courville

Exercises   Lecture Slides  

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 book will be available for sale soon, and will remain available online for free.

Citing the book in preparation

To cite this book in preparation, please use this bibtex entry:
    title={Deep Learning},
    author={Ian Goodfellow, Yoshua Bengio, and Aaron Courville},
    note={Book in preparation for MIT Press},


Draft Version 2016-03-29

Please help us make this a great book! We are finishing our final proofreading of the manuscript. If you notice any mistakes, please let us know. Please specify (by date) which version you are commenting on. Do not hesitate to contact any of the authors directly by e-mail: Ian (<lastname.firstname>, Yoshua (<firstname>.<lastname>, Aaron (<firstname>.<lastname>

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