Dec 7 2023

Machine Learning using Cloud Tools and HPC

December 7, 2023

3:00 PM - 4:30 PM America/Chicago

Location

This event will be held via Zoom and dates/times are in US Central Daylight Time

Calendar

Download iCal File

Description

In this tutorial, we will demonstrate a basic example of code that uses one of the Clouds (Azure, AWS…) machine learning tools. We will train and deploy a machine learning model, such as a deep neural network (DNN) built with the Keras Python library running on top of TensorFlow. Keras is a high-level neural network API capable of running on top of other popular DNN frameworks to simplify development.

Learning Objectives:

  • Understand basic Neural Network architecture
  • Setup workspace, compute resources and job environment
  • Model training and testing
  • Optimization using hyperparameters tuning

Registration

Click here to register. Registrations for this training ends on November 15th or when the registration limit is met, whichever comes first.

Contact

Amira Kefi
akefi2@uic.edu

Date posted

Aug 17, 2023

Date updated

Jan 24, 2024