A collection of awesome PyTorch and Python learning resources.

Contributions are always welcome!

• Documentation
• Courses
• Articles
• Tutorials
• Jupyter Notebooks
• Videos
  • Training and tutorials

Documentation

• Pytorch Official Documentation

Courses

Courses that can you take alongside PyTorch scholarship course both Python and Machine Learning

• Introductory courses(few hours each) about Python, ML, Pandas Data Visualisation, SQL, R, Deep Learning, Embeddings, and ML Explainability

• Pytorch course - basics are very well explained such as tensors and common operations

• 2-Day Python course for Python beginners

• François Fleuret course on DL with Pytorch at EPFL

• Free, interactive, intuitive Python tutorials

• EDX - Deep Learning with Python and PyTorch

• EDX - Introduction to Python: Fundamentals

• EDX - Introduction to Python: Absolute Beginner

Articles

Content published on the Web.

• PyTorch 101 for Dummies
• Using PyTorch with GPU in Google Colab

Tutorials

Walkthroughs and tutorials that help you learn ML and PyTorch.

• Chintala’s 60 Minute PyTorch Blitz

• Pytorch Official List of Tutorials

• PyTorch tutorial for beginners

• Contains code based tutorial for Pytorch

• Free Python coding games from beginners to advanced

• An introduction to PyTorch Tensors

• Deep Learning Tutorial - LISA lab, University of Montreal

• Numpy Tutorial - Stanford CS231n

Jupyter Notebooks

• From basics to building CNN in PyTorch

Videos

An assortment of conference and training videos.

Training and tutorials

• Deep Learning with PyTorch

• Introduction to PyTorch. Uses regression, classification and image recognition for teaching concepts such CNNs, FCNs, AutoGrad etc

• Deep Neural Networks with PyTorch