Data science with Python and Dask

Part 1. The building blocks of scalable computing. Why scalable computing matters

Introducing Dask

Part 2. Working with structured data using Dask DataFrames. Introducing Dask DataFrames

Loading data into DataFrames

Cleaning and transforming DataFrames

Summarizing and analyzing DataFrames

Visualizing DataFrames with Seaborn

Visualizing location data with Datashader

Part 3. Extending and deploying Dask. Working with bags and arrays

Machine learning with Dask-ML

Scaling and deploying Dask.