Cyber2A Workshop

Introduction to PyTorch: Core Functionalities and Advantages

Goal

This session introduces PyTorch, one of the most popular deep learning frameworks, known for its flexibility and ease of use. Participants will gain hands-on experience with PyTorch’s core functionalities and apply them to a sample dataset, setting the stage for a subsequent hands-on session. The goal is to arm participants with the essential knowledge and confidence required to begin utilizing PyTorch in their deep learning endeavors, ensuring they’re well-prepared for practical application and further exploration.

Outline

  • Introduction to PyTorch
  • Understanding PyTorch’s core functionalities
  • Working with data in PyTorch
  • Building a simple neural network in PyTorch
  • Training a model
  • Evaluating a model
  • Conclusion and preparing for hands-on session

Reference