Deep Learning for Natural Language Processing

Table of Contents

1. Introduction to Natural Language Processing
2. Application of Natural Language Processing
3. Introduction to Neural Networks
4. Foundations of Convolutional Neural Network
5. Recurrent Neural Networks
6. Gated Recurrent Units
7. Long Short-Term Memory (LSTM)
8. State-of-the-Art Natural Language Processing
9. A Practical NLP Project Workflow in an Organization