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RK
Prof. Ramesh KumarPES University
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4 lessons

NLP

From bag-of-words to dense meaning vectors

Lessons

  1. 01

    Word Embeddings

    Meaning as geometry in ℝⁿ.

    MediumOpen
  2. 02

    Intro to Natural Language Processing

    Tokens, vocabs, and the classical NLP pipeline.

    EasyOpen
  3. 03

    Sentiment Analysis

    A minimal end-to-end text classifier.

    MediumOpen
  4. 04

    Positional Encoding

    Sinusoids, RoPE, and why order matters.

    HardOpen