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Feature Engineering for Machine Learning Models
Principles and Techniques for Data Scientists
- Editore:
O'Reilly UK Ltd.
- EAN:
9781491953242
- ISBN:
1491953241
- Pagine:
- 630
- Formato:
- Paperback
- Lingua:
- Inglese
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Descrizione Feature Engineering for Machine Learning Models
"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.
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