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The Illustrated Transformer

jalammar.github.iosite

Also good for understanding the "Attention Is All You Need" (AIAYN) paper.

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2026-10-10
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  1. The Annotated Transformer nlp.seas.harvard.edu
    site category #deep-learning-resources link ↗

    Good for understanding the "Attention Is All You Need" (AIAYN) paper.

  2. Attention Is All You Need arxiv.org
    site category #deep-learning-resources link ↗

    (AIAYN) - Introducing multi-head self-attention neural networks with positional encoding to do sentence-level NLP without any RNN nor CNN - this paper is a must-read (also see this explanation and this visualization of the paper).

  3. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) jalammar.github.io
    site category #deep-learning-resources link ↗

    Understand the different approaches used for NLP's ImageNet moment.

  4. TED talks on AI ted.com
    site category #machine-learning-tutorials link ↗
  5. Experiences philipmjohnson.github.io
    site category #courses link ↗
  6. How algorithms shape our world ted.com
    site category #algorithms-education link ↗

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