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Practical Synthetic Data Generation: Balancing Privacy and the Broad Availability of Data

(Bog, Paperback / softback, Engelsk)
Forfattere: Khaled El Emam, Lucy Mosquera, Richard Hoptroff
Practical Synthetic Data Generation: Balancing Privacy and the Broad Availability of Data
Forlag: O'Reilly Media

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Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data so you can perform secondary analysis to do research, understand customer behavior or develop new products

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Alle detaljer

Forlag O'Reilly Media
Forfattere Khaled El Emam, Lucy Mosquera, Richard Hoptroff
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 02-06-2020
Første udgivelsesår 2020
Originalsprog United States
Sideantal 175
Indbinding Paperback / softback
Forlag O'Reilly Media
Sideoplysninger 175 pages
Mål 178 x 233 x 13
ISBN-13 / EAN-13 9781492072744