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Synthetic Data And Generative Ai Vincent Granville

  • SKU: BELL-56486954
Synthetic Data And Generative Ai Vincent Granville
$ 31.00 $ 45.00 (-31%)

4.7

86 reviews

Synthetic Data And Generative Ai Vincent Granville instant download after payment.

Publisher: Project Manager: Shivangi Mishra
File Extension: PDF
File size: 19.13 MB
Pages: 410
Author: Vincent Granville
Language: English
Year: 2024

Product desciption

Synthetic Data And Generative Ai Vincent Granville by Vincent Granville instant download after payment.

Synthetic Data and Generative AI covers the foundations of machine learning with modern approaches to solving complex problems and the systematic generation and use of synthetic data. Emphasis is on scalability, automation, testing, optimizing, and interpretability (explainable AI). For instance, regression techniques – including logistic and Lasso – are presented as a single method without using advanced linear algebra. Confidence regions and prediction intervals are built using parametric bootstrap without statistical models or probability distributions. Models (including generative models and mixtures) are mostly used to create rich synthetic data to test and benchmark various methods.

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