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scaleml-dask-wkshp's Introduction

Scalable Machine Learning in Python with Scikit-Learn and Dask

May 2017

Ian Stokes-Rees @ijstokes

http://bit.ly/scaleml-dask-wkshp

Description

This hands-on 3 hour workshop will give participants an opportunity to explore Dask, a parallel computing framework for Python. We will start with an overview of Dask and the problem it was designed to address, and then look at three exercises that demonstrate the Dask parallel wrappers for Pandas, NumPy, and Scikit-Learn.


conda environment

conda env create ijstokes/daskwkshp

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