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Bad Data Handbook

Language EnglishEnglish
Book Paperback
Book Bad Data Handbook Q Ethan McCallum
Libristo code: 01217781
Publishers O'Reilly Media, Inc, USA, November 2012
Welcome to data science's dirty secret: real-world data is messy. Data scientists must spend a good... Full description
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Welcome to data science's dirty secret: real-world data is messy. Data scientists must spend a good deal of time playing software developer, writing code to clean up data before they can actually do anything constructive with it. It's a necessary evil, but you can still make the most of it. This practical book walks you through several real-world examples to demonstrate the theory and practice behind working with and cleaning up dirty data. No one tool solves all of the problems well. Wise data scientists learn many tools and learn where each one shines. To that end, this book takes a polyglot approach: most examples will involve R and Python, but expect the occasional smattering of Groovy and sed/awk fun.

About the book

Full name Bad Data Handbook
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 250
EAN 9781449321888
ISBN 1449321887
Libristo code 01217781
Weight 482
Dimensions 178 x 231 x 14
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