Tutorials

Google Colab

1. Online Jupyter Notebook with FREE GPU/TPU

2. TensorFlow is installed by default.

3. You can also install PyTorch on it easily in 1 min.

PyTorch

1. Official tutorial

2. Basic implementation examples (Linear Regression, CNN, ResNet, RNN, GAN, VAE, TensorBoard).

If you want to learn something, just google 'awesome + something’.

1. An awesome list of awesome things

2. Awesome Deep Learning

3. Awesome Reinforcement Learning

4. Awesome Self-Supervised Learning

Fast.ai | Deep Learning for Coders

Dive into Deep Learning

OpenAI | Spinning Up in Deep RL