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Dask Tutorial
  • Introduction
  • Parallelize code with dask.delayed
  • Lazy execution
  • Bag: Parallel Lists for semi-structured data
  • Arrays
  • Dask DataFrames
  • Distributed
  • Distributed, Advanced
  • Data Storage
  • Parallel and Distributed Machine Learning
  • Training on Large Datasets
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  • Dask Tutorial
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Dask TutorialΒΆ

You can run this tutorial in a live session here: Binder

This tutorial was last given at SciPy 2020 in Austin Texas. A video is available online.

  • Introduction
  • Parallelize code with dask.delayed
  • Lazy execution
  • Bag: Parallel Lists for semi-structured data
  • Arrays
  • Dask DataFrames
  • Distributed
  • Distributed, Advanced
  • Data Storage
  • Parallel and Distributed Machine Learning
  • Training on Large Datasets
  • Homework
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