Introduction to PyTorch

Beginner
Data Scientist
Developer
Student
Azure
Azure Machine Learning

In this module, you learn key concepts used to build machine learning models with PyTorch. You also 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