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  • Dask
  • Distributed
  • Dask ML
  • Examples
  • Ecosystem
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  • Welcome to the Dask Tutorial
  • Dask DataFrame - parallelized pandas
  • Dask Arrays - parallelized numpy
  • dask.delayed - parallelize any code
  • Futures - non-blocking distributed calculations

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Dask Tutorial

Contents

Dask Tutorial#

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.

  • Welcome to the Dask Tutorial
  • Dask DataFrame - parallelized pandas
  • Dask Arrays - parallelized numpy
  • dask.delayed - parallelize any code
  • Distributed - spread your data and computation across a cluster
  • Futures - non-blocking distributed calculations

More tutorials from our community#

  • You may want to check out these tutorials from Coiled.

  • Quansight offers a number of PyData courses, including Dask and Dask-ML.

For a more comprehensive list of past talks and other resources see Talks & Tutorials in the Dask documentation.

Contents
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