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Content tagged with "machine learning" (3)
All content across blogs, linklog, and books with this tag.
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- by Andrej Karpathy
You implement backprop, attention, and a GPT from scratch with no frameworks, and by the end you actually understand what the machine is doing instead of just calling library functions.
- by Andrej Karpathy
Karpathy's dense, opinionated survey of everything that changed in language models over 2025, written by someone who has built these systems himself.
- by Jay Alammar
The clearest visual explanation of how Transformers actually work, from self-attention to positional encodings, now referenced by courses at Stanford, Harvard, and MIT.