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mnassar committed Jun 6, 2020
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# The Deep Learning _Handbook_

The Deep Learning _Handbook_ is a project in progress to help study the [Deep Learning **book**](https://www.deeplearningbook.org/) by Goodfellow et al.
The Deep Learning **book** is a vibrant and precious resource to introduce the booming topic of deep learning. However, many found the accompanying video lectures, slides, and exercises not pedagogic enough for a fresh starter.

I used the dlbook for the class that I have taught in Spring 2019/2020 at the computer science department, American University of Beirut.
Goodfellow's masterpiece is a vibrant and precious resource to introduce the booming topic of deep learning. However, many found the accompanying video lectures, slides, and exercises not pedagogic enough for a fresh starter.

I used the **'dlbook'** for the class that I have taught in Spring 2019/2020 at the computer science department, American University of Beirut.

I would like to share my experience by publishing the slides and some of the assignments on this page. The project may be developed further into a full handbook and guide accompanying the fascinating text of Goodfellow et al.

The target audience comprises:
The target audience comprises:
* undergraduate and graduate students willing to know more about machine and deep learning, be able to read research papers or start a graduation project or a master thesis in the same context,
* developers and practitioners wanting to aspire a bit more math and philosophy,
* or mathematicians liking to have a bit more coding experience,
* any other bored or sleepless person.

I would like to share my experience by publishing the slides and some of the assignments on this page. The project may be developed further into a full handbook accompanying the fascinating text of Goodfellow et al.
Currently, only part I and part II are covered.

## Slides
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