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