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NLP Academy · Lesson

Building an RNN Text Model

Wire it up in PyTorch or Keras.

From Theory to Code

Time to wire up a real model. Both PyTorch and Keras give you ready RNN layers, so you focus on shape, not raw math.

Start With Embeddings

Your first layer is usually an embedding layer. It maps each integer word id to a learnable dense vector.

All lessons in this course

  1. Why Order Matters in Language
  2. How an RNN Reads a Sequence
  3. Building an RNN Text Model
  4. The Vanishing Gradient Problem
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