This technology lab contains a set of four sessions to help a new user start with machine learning projects on ACES and FASTER supercomputers at the Texas A&M High Performance Research Computing. You will learn how to load modules with jupyter lmod extension, manipulate and visualize data with Pandas and Matplotlib, use Scikit-learn for linear regression and classification applications and use Keras to create and train a simple image classification model with deep neural networks (DNN).
Prerequisites: Current ACES or HPRC Account, Basic Python skills
Instructor: Zhenhua He
Agenda and more Information: https://hprc.tamu.edu/training/techlab.html