afshinea/stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

7,118

76 commits

updated May 20, 2020

stanford.edu/~shervine/teaching/cs-230

See the code

README

Deep Learning cheatsheets for Stanford's CS 230

Available in English - فارسی - Français - 日本語 - 한국어 - Türkçe - Tiếng Việt

Goal

This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 230 Deep Learning course, and include:

Cheatsheets detailing everything about convolutional neural networks, recurrent neural networks, as well as the tips and tricks to have in mind when training a deep learning model.
All elements of the above combined in an ultimate compilation of concepts, to have with you at all times!

Content

VIP Cheatsheets


Convolutional Neural Networks	Recurrent Neural Networks	Tips and tricks

Super VIP Cheatsheet


All the above gathered in one place

Website

This material is also available on a dedicated website, so that you can enjoy reading it from any device.

Translation

Would you like to see these cheatsheets in your native language? You can help us translating them on this dedicated repo!

Authors

Afshine Amidi (Ecole Centrale Paris, MIT) and Shervine Amidi (Ecole Centrale Paris, Stanford University)

cheatsheet

convolutional-neural-networks

data-science

deep-learning

recurrent-neural-networks

Significant stargazers

Stas Bekman

2,619 followers · starred May 2019

Alex Rudenko

901 followers · starred Nov 2018

Tony Worm

207 followers · starred Apr 2023

Marcin Wojnarowski

97 followers · starred Nov 2018

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afshinea/stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

7,118

76 commits

updated May 20, 2020

stanford.edu/~shervine/teaching/cs-230

See the code

README

Deep Learning cheatsheets for Stanford's CS 230

Available in English - فارسی - Français - 日本語 - 한국어 - Türkçe - Tiếng Việt

Goal

This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 230 Deep Learning course, and include:

Cheatsheets detailing everything about convolutional neural networks, recurrent neural networks, as well as the tips and tricks to have in mind when training a deep learning model.
All elements of the above combined in an ultimate compilation of concepts, to have with you at all times!

Content

VIP Cheatsheets


Convolutional Neural Networks	Recurrent Neural Networks	Tips and tricks

Super VIP Cheatsheet


All the above gathered in one place

Website

This material is also available on a dedicated website, so that you can enjoy reading it from any device.

Translation

Would you like to see these cheatsheets in your native language? You can help us translating them on this dedicated repo!

Authors

Afshine Amidi (Ecole Centrale Paris, MIT) and Shervine Amidi (Ecole Centrale Paris, Stanford University)

cheatsheet

convolutional-neural-networks

data-science

deep-learning

recurrent-neural-networks

Significant stargazers

Stas Bekman

2,619 followers · starred May 2019

Alex Rudenko

901 followers · starred Nov 2018

Tony Worm

207 followers · starred Apr 2023

Marcin Wojnarowski

97 followers · starred Nov 2018

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