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Practical Synthetic Data Generation
Language: en
Pages: 166
Authors: Khaled El Emam
Categories: Computers
Type: BOOK - Published: 2020-05-19 - Publisher: 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 issu
Practical Synthetic Data Generation
Language: en
Pages: 166
Authors: Khaled El Emam
Categories: Computers
Type: BOOK - Published: 2020-05-19 - Publisher: "O'Reilly Media, Inc."

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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 issu
Practical Simulations for Machine Learning
Language: en
Pages: 334
Authors: Paris Buttfield-Addison
Categories: Computers
Type: BOOK - Published: 2022-06-07 - Publisher: "O'Reilly Media, Inc."

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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can cre
Synthetic Datasets for Statistical Disclosure Control
Language: en
Pages: 148
Authors: Jörg Drechsler
Categories: Social Science
Type: BOOK - Published: 2011-06-24 - Publisher: Springer Science & Business Media

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The aim of this book is to give the reader a detailed introduction to the different approaches to generating multiply imputed synthetic datasets. It describes a
Synthetic Data for Deep Learning
Language: en
Pages: 348
Authors: Sergey I. Nikolenko
Categories: Computers
Type: BOOK - Published: 2021-06-26 - Publisher: Springer Nature

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This is the first book on synthetic data for deep learning, and its breadth of coverage may render this book as the default reference on synthetic data for year