Guild AI workshop

Saturday, April 06, 2019 - 12:00 PM to 4:30 PM - IIT - Rettaliata Engineering

Workshop

Half Day

This is a deep dive into using Guild AI to build and optimize machine learning models.

For more information on Guild AI - see https://guild.ai

Guild AI is a tool for running, capturing, and tracking machine learning experiments. It’s used by researchers to systematically improve models using both intuition and AutoML methods such as Bayesian optimization.

The workshop will focus on model development and optimization. We will cover these topics:

  • Basic model training
  • Data preprocessing
  • Hyperparameter tuning
  • Comparing training results
  • Debugging models
  • Collaboration
  • Remote training

This is a technical, hands-on workshop in ML model development. We encourage you to bring your projects along to work on directly. If you are new to machine learning, we will provide a sample project that you can use during the workshop.

This workshop is geared for students and researchers though it is open to everyone regardless of education background. We do recommend that you have some experience with Python and a basic understanding of machine learning as we will not cover these during the workshop.

Please note, lunch is NOT provided at this event. As this is over the lunch hour, please feel free to bring lunch items with you.


Register for this event