Module 2: Language Models

Module 2: Language Models#

What to learn in this module#

In this module, we will learn about recurrent neural networks (RNNs) that can process sequential text data. We will learn:

  • Recurrent Neural Networks (RNNs) for processing sequential text data

  • Long-Short Term Memory (LSTM) networks for capturing long-range dependencies

  • Sequence-to-sequence models for machine translation

  • The Attention mechanism for focusing on relevant parts of text

Contents