AI Tools

• Toolify
• GitIngest

Machine Learning

Theory

• Machine Learning by Dr Agha Ali Raza - youtube (website)
• StatQuest - youtube
• Neural Networks - 3b1b
• ML-Science

Deep Learning

Theory

• DigitalSreeni
• CodeEmporium
• JayAlamar

Research

• PapersWithCode

Talks

• LSTM is dead. Long Live Transformers! - Seattle Applied Deep Learning

Natural Language Processing

• SLP3 - Dan Jurafsky and James H. Martin

PyTorch

• Official Docs
• Pytorch Notes - Daniel Bourke

Accompanying Libraries

• PyTorch Lightning
• TorchMetrics
• torchinfo
• einops

Courses

• PyTorch for Deep Learning - freeCodeCamp
• Deep Learning with Pytorch - sentdex
• Learn PyTorch for deep learning in a day - Daniel Bourke (udemy) (notes)

Libraries & Tools

Hugging Face

• Hugging Face

LangChain

• LangChain

Jupyter

• Docs
• Extensions
• IPython Docs

Virtual Environments

• Conda
• pipenv

Other

• Scikit Learn
• Numpy
• Pandas
• Matplotlib
• Seaborn
• MLxTEND
• ONNX