I'm building a course that teaches deep learning from the ground up - https://github.com/VikParuchuri/zero_to_gpt https://github.com/VikParuchuri/zero_to_gpt .

I'm building a course that teaches deep learning from the ground up - https://github.com/VikParuchuri/zero_to_gpt https://github.com/VikParuchuri/zero_to_gpt . It balances theory and code, and builds from the foundation up, so you're never typing something without understanding it. Teaching method is text, diagrams, and code. Most lessons have optional videos, too. It focuses on text models over image models (rnn, transformer, etc). It's not 100% finished, but has enough to get you very far.