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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists - Alice Zheng

angļu valoda
2018-04-10
70,70 € 117,84 €

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"Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, youll learn techniques for extracting and transforming features-the numeric representations of raw data-into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these exa ... Pilns apraksts

Aprašymas

"Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, youll learn techniques for extracting and transforming features-the numeric representations of raw data-into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering."--Page 4 of cover.

Vairāk informācijas

Autors Alice Zheng
Izdevējs O'Reilly Media
Izlaides gads 2018
Vāka tips Mīkstais vāks
EAN 9781491953242
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70,70 € 117,84 €