Titlebook: Synthetic Data for Deep Learning; Generate Synthetic D Necmi Gürsakal,Sadullah Çelik,Esma Birişçi Book 2022 Necmi G�rsakal, Sadullah �elik,

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Synthetic Data Generation with Python,iscuss how to generate synthetic data from a known distribution. Next, we will apply Gaussian noise to a regression model. Then, we will discuss how to generate synthetic data for classification and clustering problems using the Friedman functions and symbolic regression. Finally, we will generate synthetic data for tabular data using GANs.

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0302-9743 , 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions..978-3-030-99735-9978-3-030-99736-6Series ISSN 0302-9743 Series E-ISSN 1611-3349

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