Practical Deep Learning for Coders - Full Course from fast.ai and Jeremy Howard

This course was developed by Jeremy Howard and Sylvain Gugger. Jeremy has been using and teaching machine learning for around 30 years. He is the former president of Kaggle, the world's largest machine learning community. Sylvain Gugger is a researcher who has written 10 math textbooks.

⭐️ Course Contents ⭐️
(See next section for book & code.)
⌨️ (0:00:00) Lesson 1 - Your first modules
⌨️ (1:22:55) Lesson 2 - Evidence and p values
⌨️ (2:53:59) Lesson 3 - Production and Deployment
⌨️ (5:00:20) Lesson 4 - Stochastic Gradient Descent (SGD) from scratch
⌨️ (7:01:56) Lesson 5 - Data ethics
⌨️ (9:09:46) Lesson 6 - Collaborative filtering

⭐️ Book chapters and code on Google Colab ⭐️

NB: Chapter 2 contains widgets, which unfortunately are not supported by Colab. Also, in some places we use a file upload button, which is also not supported by Colab. For those sections, either skip them, or use a different platform such as Gradient (Colab is the only platform which doesn't support widgets).

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[cogno-slayer]

You people have a special place in heaven. Your generosity is beyond what we deserve.

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the first 4 minutes guaranteed i buy the book. These kind of people want to teach you and not just sell a book. thanks for doing this you are awesome.

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[ayarzuki]

Please, turn auto subtitle [English]. That's useful for deaf people

[damienlmoore]

Such a world of difference having someone with actual statistics training teaching an AI class! Great course!

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[fuu]

This course is truly fantastic! Truly one of the best and useful ones on the subject out there. So lucky to be able to follow it through, and through jupyter books ready to go! Thank you!!!

[rknaik]

You have done an awesome job, the lecture is so interesting and a well balanced theory and practical in between. Just completed the first chapter and looking forward for the journey. I don't know but Rachel reminds me of Sheldon Cooper.

[داودلطفی-دض]

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Woah! What have you done! I'm so excited to take it!

[TheBhumbak]

An hour into it and I'm loving it 😍

[xbytz]

Thanks for the Notebooks with full description

[bhavyaasharma]

The humidity and temperature study actually proved to be prevalent in real time, predictive statistics at its best.

[applejuice]

I thought that was Eric Andre in the thumbnail for a second.

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The Best Video On Planet, Yes That's it.

[AmitSingh-wiiv]

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