AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure

• Presentation slides
• GitHub Repository of Examples and Hands-on Exercises

This technology lab contains a set of sessions to help a new user start an AI project on the ACES cluster, a composable accelerator testbed at Texas A&M University. You will learn how to create and activate a virtual environment, manipulate and visualize data with Pandas and Matplotlib, use Scikit-learn for linear regression and classification applications, and use Pytorch to create and train a simple image classification model with deep neural networks (DNN).