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CyberInfrastructure-Enabled Machine Learning Summer Institute

CyberInfrastructure-Enabled Machine Learning Summer Institute

  • Preparation Day (virtual): June 18, 2024 from 9am – 11am (PT)
  • Summer Institute (in-person): June 25 – 27, 2024
  • Location: SDSC Auditorium, UC San Diego

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Last day to apply: Friday, April 12, 2024

The CyberInfrastructure-Enabled Machine Learning (CIML) Summer Institute introduces machine learning (ML) concepts to researchers, developers and educators to techniques and methods needed to migrate their ML applications from smaller, locally run resources, such as laptops and workstations, to large-scale HPC systems, such as the SDSC’s Expanse supercomputer. Participants will have the opportunity to accelerate their learning process through highly interactive classes with hands-on tutorials using SDSC’s Expanse.

Program includes:

  • Overview of High-Performance Computing (HPC) and Parallel Computing Concepts
  • Instructional and hands-on exercises focused on HPC techniques, Machine Learning, Scalable Machine Learning, Deep Learning, and Large Language Model (LLM) inference
  • Team works on prepared training problems 


"This is an excellent program. It covers a wide range of topics, from the basics of parallel computing to more advanced such as transfer learning. Instructors provide clear and engaging instructions. It is highly recommended.”

- Minh, 2023 CIML attendee

"Yes. The machine learning part is very good, high level of abstract and broad summary, better than many online learning material.

- Yanni, 2023 CIML attendee

Full details can be found on the website (