Introduction to PyTorch

Beginner
Data Scientist
Developer
Student
Azure
Machine Learning

Learn key concepts used to build machine learning models with PyTorch. We will train a neural network model that recognizes and classifies images.

Learning objectives

In this module you will:

  • Learn how to use Tensors with CPUs and GPUs
  • Understand how to manage, scale and normalize your datasets
  • Build an image recognition model using a neural network
  • Learn how to optimize a model
  • Learn how to enhance model inference performance

Prerequisites

  • Basic Python knowledge
  • Basic knowledge about how to use Jupyter Notebooks