Training Materials

Training materials for using ARA wireless living lab for edge wireless and digital ag effort

2022 Cyberinfrastructure-Enabled Machine Learning Summer Institute

  • The San Diego Supercomputer Center (SDSC) Cyberinfrastructure-Enabled Machine Learning (CIML) project is focused on teaching researchers and students the best practices for effectively running machine learning (ML) and data science applications on advanced cyberinfrastructure and high-performance computing (HPC) systems.
  • Code, Documents, Notebooks, Self-guided Tutorial, Videos

SDSC HPC and Data Science Summer Institute 2022

  • The SDSC Summer Institute is a week-long workshop hosted by the San Diego Supercomputer Center (SDSC) at the University of California, San Diego focusing on a broad spectrum of introductory-to-intermediate topics in High Performance Computing and Data Science. The program is aimed at researchers in academia and industry, especially in domains not traditionally engaged in supercomputing, who have problems that cannot typically be solved using local computing resources.
  • Code, Notebooks, Self-guided Tutorial, Videos

Expanse Webinar: Run your Jupyter Notebooks anywhere: Scaling up your Projects from Laptop to Expanse

  • Are you running out of resources on your local machine? While Jupyter Notebooks have become the de facto software environment for interactive data analysis, visualization, and machine learning, running notebooks on an HPC system is challenging. We demonstrate the Galyleo command-line tool and the Expanse Portal to run Jupyter Notebooks on Expanse. The Expanse portal provides an integrated and easy-to-use web interface to access Expanse HPC resources. We also cover setting up reproducible and transferable software environments from your local machine to Expanse using Conda. We demonstrate scaling up calculations to large datasets and parallel computing on Expanse, as well as running Jupyter Notebooks in batch mode.
  • Code, Notebooks, Tutorial