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Natural Language Processing with PyTorch

Offered By: LinkedIn Learning

Tags

Deep Learning Courses PyTorch Courses Data Preprocessing Courses Text Classification Courses

Course Description

Overview

Learn the basics of using PyTorch, a powerful deep learning tool, for natural language processing.

Syllabus

Introduction
  • Natural language processing
  • What you should know
1. NLP with Deep Learning Introduction
  • Popular topics in NLP
  • Introducing deep learning
2. PyTorch Basics
  • Why PyTorch?
  • PyTorch tensor
3. Guided Project: CNN Text Classification with PyTorch
  • Preprocessing text dataset
  • Building a simple CNN model
  • Train and evaluate functions
  • Challenge: Training process
  • Solution: Training process
Conclusion
  • Keep learning and connect

Taught by

Zhongyu Pan

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