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README.md

Dask Video Tutorial 2020

Binder

Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love.

In this 90 minute tutorial we will cover an overview of Dask including dataframes, arrays, machine learning and distributed scheduling.

Schedule

These are the rough timings for the tutorial.

  • Overview of Dask with Dask Dataframe (10 mins)
  • Introductory Lab (10 mins) and results (5 mins)
  • Dask GUI and dashboards (10 mins)
  • Dask Array (10 mins)
  • Dask ML with lab (10 mins) and results (5 mins)
  • Bags and Futures (10 mins)
  • Distributed (10 mins)
  • Wrapup and close (5 mins)

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Dask tutorial material for video tutorial series

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