Working with Dask

Samples of code and explanations for common Dask user tasks

Create Dask Dataframes

Use Dask to create distributed dataframes

Start Using Dask

Run Python across multiple machines using Dask

Convert pandas Code to Dask

Easily adapt your pandas code to use Dask parallelization

Convert scikit-learn Code to Dask

Adapt your machine learning code to use Dask parallelization

Logging in Dask

How to create logs in your code within Dask

Create Rolling Averages with Dask

Having rolling average calculations with data that is distributed over a Dask cluster

Using Dask to Execute CLI Calls

Running command line interface calls in parallel on a Dask cluster


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