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, and distributed scheduling. We will also do some lightweight analysis of a 16 TB dataset of sea surface temperatures.
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)
- Distributed (10 mins)
- Analysis of sea surface temperature (15 mins)
- Wrapup and close (5 mins)