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An ordered journey

NLP → LLM

Follow the journey from words to contextual representations.

For: Language technology learners
Prerequisites: Python and vectors

8 stages · Beginner → Intermediate → Advanced
  1. Beginner

    Text Processing

    Before generation, there was representation. →
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  2. Beginner

    Embeddings

    Before generation, there was representation. →
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  3. Beginner

    Sequence Models

    Dedicated reading is planned for this stage.


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  4. Intermediate

    Attention

    Attention changed how information moves. →
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  5. Intermediate

    Transformers

    Attention changed how information moves. →
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  6. Intermediate

    BERT

    Dedicated reading is planned for this stage.


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  7. Advanced

    LLMs

    Dedicated reading is planned for this stage.


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  8. Advanced

    RAG

    RAG gives a model evidence. Not certainty. →
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