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Preparation

  • Installation and HPC access

The lesson

  • Motivation
  • Scientific data
  • Efficient array computing
  • Parallel computing
  • Profiling and optimizing
  • Performance boosting
  • Dask for scalable analytics

Optional material

  • Optional: more on Pandas
  • GPU computing

Reference

  • Instructor’s guide
HPDA-Python
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