A collection of awesome PyTorch and Python learning resources.
Contributions are always welcome!
-
(Alternate categorized version) Pytorch AMA 11.09.2018
Courses that can you take alongside PyTorch scholarship course both Python and Machine Learning
-
Linear algebra lectures from Gilbert Strang (very great lectures
-
Pytorch course - basics are very well explained such as tensors and common operations
Content published on the Web.
- PyTorch 101 for Dummies
- Using PyTorch with GPU in Google Colab
- The best resources for Deep Learning from beginner to advance
Walkthroughs and tutorials that help you learn ML and PyTorch.
Books - free and commercial
- Interactive textbook on Neural Network Fundamentals. Beginner resource
- Deep Learning book from Ian Goodfellow and Yoshua Bengio and Aaron Courville
An assortment of conference and training videos.
-
3blue1brown's Channel (Intuitive refreshers in neural networks and linear Algebra))
-
Siraj's Channel (Topics and courses in AI, machine learning, decentralized apps, etc.)
-
How to Learn Deep Learning (when you’re not a computer science Ph.D.)