Hands-On PyTorch Machine Learning

Offered By: LinkedIn Learning

Tags

Machine Learning Courses Deep Learning Courses Computer Vision Courses Neural Networks Courses PyTorch Courses Tensors Courses Autograd Courses

Course Description

Overview

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Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.

Syllabus

Introduction

Explore the capabilities of PyTorch

1. Preparation

PyTorch overview
PyTorch environment setup
PyTorch use case description
PyTorch data exploration

2. PyTorch Basics

Understand PyTorch tensors
Understand PyTorch basic operations
Understand PyTorch NumPy Bridge
Understand PyTorch autograd
Advanced PyTorch autograd

3. Torchvision

Torchvision introduction
Torchvision for video and image understanding

4. Torchaudio

Torchaudio introduction
Torchaudio for audio understanding

5. Torchtext

Torchtext introduction
Torchtext for translation

Conclusion

Continuing your PyTorch learning process

Taught by

Helen Sun

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