Hands-On Natural Language Processing with PyTorch 1.x: Build smart, AI-driven linguistic applications using deep learning and NLP techniques

Table of Contents

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