Table of Contents
- Fundamentals of Machine Learning and Deep Learning
- Getting Started with PyTorch 1.x for NLP
- NLP and Text Embeddings
- Text Preprocessing, Stemming, and Lemmatization
- Recurrent Neural Networks and Sentiment Analysis
- Convolutional Neural Networks for Text Classification
- Text Translation using Sequence to Sequence Neural Networks
- Building a Chatbot Using Attention-based Neural Networks
- The Road Ahead
