July 2019
Intermediate to advanced
296 pages
9h 1m
English
Content preview from Data Science with Python and Dask
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Data Science with Python and Dask takes you on a hands-on journey through a typical data science workflow—from data cleaning through deployment—using Dask. The book begins by presenting some foundational knowledge of scalable computing and explains how Dask takes advantage of those concepts to operate on datasets big and small. Building on that foundation, it then turns its focus to preparing, analyzing, visualizing, and modeling various real-world datasets to give you tangible examples of how to use Dask to perform common data science tasks. Finally, the book ends with a step-by-step walkthrough of deploying your very own Dask cluster on AWS to scale out your analysis code.
Data Science with Python ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.