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SUMMARY:Supercomputing Academy: Deployable Data Analysis & AI Pipelines wi
 th HPC
DTSTART:20260906T230000Z
DTEND:20261009T215900Z
DTSTAMP:20260901T052400Z
UID:indico-event-492@events.hpc-portal.eu
CONTACT:training@hlrs.de
DESCRIPTION:This course is designed for practitioners in SMEs\, startups\,
  and applied research teams who need to turn data into actionable insights
  and repeatable\, deployable ML workflows using high-performance computing
  (HPC) resources. Participants will learn practical patterns to build repr
 oducible and scalable analytics and ML pipelines that remain reliable unde
 r real-world constraints\, including messy data\, growing volumes\, perfor
 mance bottlenecks\, and execution across heterogeneous compute environment
 s.\nFor teams preparing themselves to use HPC resources\, the course provi
 des a clear path from notebook prototypes to reproducible\, job-based work
 flows. Participants will develop solutions in Jupyter Notebooks for rapid 
 iteration and then operationalize them as script-based jobs suitable for p
 roduction-style execution on high-performance systems. The hands-on curric
 ulum covers scalable data processing with Apache Spark\, performance-aware
  execution\, and portable environments that help teams turn allocated comp
 ute time into measurable progress.\nBy the end of the course\, participant
 s will take back reusable assets they can apply immediately\, including a 
 project template (notebooks and job scripts)\, evaluation reports\, scalab
 le preprocessing pipelines\, and runnable workflows that scale from laptop
  to HPC environments.\n\nhttps://events.hpc-portal.eu/event/492/
LOCATION:Germany
URL:https://events.hpc-portal.eu/event/492/
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