NCSA will host a Machine Learning and Big Data workshop presented by the Pittsburgh Supercomputing Center, This workshop will focus on topics including big data analytics and machine learning with Spark, and deep learning using Tensorflow. This is an IN PERSON event, there WILL NOT be a virtual option for this event.
This workshop offers hands-on experience in accelerating Python codes with NVIDIA GPUs. You'll explore two main categories: drop-in replacements for SciPy and NumPy using CuPy, and GPU acceleration for data science workloads with NVIDIA RAPIDS. Finally, we will over Warp for differentiable simulation codes.
This 2-hour workshop will introduce the Illinois Campus Cluster (ICC) and teach how to perform basic tasks in the cluster environment with hands-on exercises. The content is suitable for researchers wanting to know more about ICCP and those with little experience working with clusters. Register by May 30, 2025.