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CS 230 ― Deep Learning

My twin brother Afshine and I created this set of illustrated Deep Learning cheatsheets covering the content of the CS 230 class, which I TA-ed in Winter 2019 at Stanford. They can (hopefully!) be useful to all future students of this course as well as to anyone else interested in Deep Learning.


CNN Convolutional Neural Networks
Description of concepts and applications of convolutional neural networks to real-world situations
November 2018
RNN Recurrent Neural Networks
Key concepts behind state-of-the art recurrent neural networks and their applications
November 2018
Deep Learning tips and tricks Deep Learning tips and tricks
Good practices and tricks to adopt to tackle any deep learning challenge
November 2018