Cleaning Data for Effective Data Science:
Doing the other 80% of the work with Python, R, and command-line tools
by David Mertz
English | 2021 | ISBN: 1801071292 | 502 Pages | PDF EPUB (True) | 13 MB
It is something of a truism in data science, data analysis, or machine learning that most of the effort needed to achieve your actual purpose lies in cleaning your data. Written in David's signature friendly and humorous style, this book discusses in detail the essential steps performed in every production data science or data analysis pipeline and prepares you for data visualization and modeling results.
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