Model Optimzation

Thursday, October 21, 2021

Deep Learning with PyTorch: A Beginner's Intro
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Haroon Ahmad
Haroon Ahmad
Deloitte, Senior Consultant

Workshop Overview:

The goal of this workshop is to familiarize attendees with Deep Learning and its applications through PyTorch.    

Intended Audience:

This workshop is intended for attendees with no prior knowledge of Deep Learning or PyTorch

Topics Covered:

  • Deep Learning
  • PyTorch
  • Real-world examples and use-cases
  • Overview of Deep Learning
  • How PyTorch can be used

Workshop Takeaways:

  • Determining when to start model optimization
  • Which search methodology is effective for your domain
  • Configuring stop conditions and validation checks
  • Automating parameter searching in a scalable way

To-Do Before Workshop / How to Prepare:

No preparation required. Instructor will walk through environment set up with attendees and provide notebooks/materials as necessary.