Learn the basics of using PyTorch, a powerful deep learning tool, for natural language processing.
Overview
Syllabus
Introduction
- Natural language processing
- What you should know
- Popular topics in NLP
- Introducing deep learning
- Why PyTorch?
- PyTorch tensor
- Preprocessing text dataset
- Building a simple CNN model
- Train and evaluate functions
- Challenge: Training process
- Solution: Training process
- Keep learning and connect
Taught by
Zhongyu Pan
