Machine learning in action
(eBook)

Book Cover
Average Rating
Published
Shelter Island, N.Y. : Manning Publications Co., ©2012.
ISBN
9781638352457, 1638352453
Physical Desc
1 online resource
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Format
eBook
Language
English

Notes

Bibliography
Includes bibliographical references and index.
Description
Machine Learning in Action is a unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About this Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos About the Author Peter Harrington is a professional developer and data scientist. He holds five US patents and his work has been published in numerous academic journals.
Language
English.
Local note
O'Reilly,O'Reilly Online Learning Platform: Academic Edition (EZproxy Access)

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Citations

APA Citation, 7th Edition (style guide)

Harrington, P. (2012). Machine learning in action . Manning Publications Co..

Chicago / Turabian - Author Date Citation, 17th Edition (style guide)

Harrington, Peter. 2012. Machine Learning in Action. Manning Publications Co.

Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)

Harrington, Peter. Machine Learning in Action Manning Publications Co, 2012.

MLA Citation, 9th Edition (style guide)

Harrington, Peter. Machine Learning in Action Manning Publications Co., 2012.

Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.