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Thoughtful Machine Learning

Language EnglishEnglish
Book Paperback
Book Thoughtful Machine Learning Matthew Kirk
Libristo code: 02774739
Publishers O'Reilly Media, Inc, USA, October 2014
Apply a fully test-driven approach to machine-learning algorithms, and save yourself the pain of mis... Full description
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16 813 Ft
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Apply a fully test-driven approach to machine-learning algorithms, and save yourself the pain of missing mistakes in your analyses. Most data scientists have run an analysis and simply accepted any answer that wasn't an error message. But just because it runs doesn't mean it's correct. Missed mistakes can ruin research and harm reputations. All of that can be avoided by writing tests and building checks into your work. This book shows you how to write tests and build checks into their work. Using the Ruby programming language, software developers, business analysts, and CTOs will learn how to test machine-learning code, and understand what's happening "behind the scenes." Code machine-learning algorithms in a test-driven way Gain confidence to utilize machine learning Dissect algorithms from the granular pieces using unit tests Get real-world examples of utilizing machine learning code

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About the book

Full name Thoughtful Machine Learning
Author Matthew Kirk
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 234
EAN 9781449374068
ISBN 1449374069
Libristo code 02774739
Weight 414
Dimensions 234 x 178 x 13
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