Neural Networks: Zero to Hero(karpathy.ai)
693 points by suioir | 63 comments
Andrej Karpathy's free video course page on building neural networks from scratch in Python, from backpropagation (micrograd) up to GPT-style language models.
#backpropagation on Hacker News
3 stories tagged backpropagation, newest first.
Backpropagation is a leaky abstraction (2016)(karpathy.medium.com)
335 points by swatson741 | 132 comments
Andrej Karpathy's 2016 Medium essay arguing that practitioners should understand backpropagation because it is a leaky abstraction.
Neural Networks: Zero to Hero(karpathy.ai)
546 points by whereistimbo | 64 comments
Course page for Andrej Karpathy's Neural Networks: Zero to Hero, a video series building neural networks from scratch in code up to GPT-style language models.