Deep Learning

A curated list of resources for a comprehensive understanding of deep learning.

Books


Dive into Deep Learning

Good Part: This books is really comprehensive with a perfect balance between theory and code to keep your FOMO in check while following this resource. Covers the theory implementation using both, TensorFlow and PyTorch. There is an open-sourced handy web-version as well as PDF.

Bad Part: Quite exhaustive, if you are looking for something to be completed in a week.

Deep Learning with Python

I completed this book before above one and this gave me a more intuitive understanding of Deep Learning Landscape. Short and crisp introduction to basics and then branching into computer vision and NLP.


Visualization

Convolutional Neural Network in work. Source