Bad Data Handbook: Cleaning Up the Data So You Can Get Back to Work (BOK)

Q. Ethan McCallum

299,00 29900
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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.


Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2012 Forfatter Q. Ethan McCallum
ISBN 9781449321888
Antall sider 264 Dimensjoner 17,8cm x 23,3cm x 1,4cm
Vekt 426 gram Leverandør Bertram Trading Ltd
Emner og form Database design & theory