VIP_cheatsheets_for_Stanford's_CS_230_

# Deep Learning cheatsheets for Stanford's CS 230 ## 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 <a href="https://github.com/afshinea/stanford-cs-230-deep-learning/blob/master/cheatsheet-convolutional-neural-networks.pdf"><img src="https://stanford.edu/~shervine/images/vip-cheatsheet-convolutional-neural-nets.png?" alt="Illustration" width="280px"/></a><a href="https://github.com/afshinea/stanford-cs-230-deep-learning/blob/master/cheatsheet-recurrent-neural-networks.pdf"><img src="https://stanford.edu/~shervine/images/vip-cheatsheet-recurrent-neural-nets.png?" alt="Illustration" width="280px"/></a><a href="https://github.com/afshinea/stanford-cs-230-deep-learning/blob/master/cheatsheet-deep-learning-tips-tricks.pdf"><img src="https://stanford.edu/~shervine/images/vip-cheatsheet-deep-learning-tricks.png?" alt="Illustration" width="280px"/></a> &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; Convolutional Neural Networks &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Recurrent Neural Networks &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Tips and tricks #### Super VIP Cheatsheet <a href="https://github.com/afshinea/stanford-cs-230-deep-learning/blob/master/super-cheatsheet-deep-learning.pdf"><img src="https://stanford.edu/~shervine/images/super-vip-cheatsheet-deep-learning.png?" alt="Illustration" width="400px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; All the above gathered in one place ## Website This material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-230.html), 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](https://github.com/shervinea/cheatsheet-translation)! ## Authors [Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University)