<p>One challenge with big data and other secondary analytics initiatives is getting access to large and diverse data. Secondary analytics allow insights beyond the questions that data initially collected can answer. This practical book introduces techniques for generating synthetic data—fake data generated from real data—that can provide secondary analytics to help you understand customer behaviors, develop new products, or generate new revenue.</p>
<p>CTOs, CIOs, and directors of analytics will learn how synthetic data generation provides a way to make such data broadly available for secondary purposes while addressing many privacy concerns. Analysts will learn the principles and steps of synthetic data generation from real data sets. Business leaders will examine how synthetic data can help accelerate time to a solution.</p>

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

Computers & Technology

Hoptroff, Richard

Mosquera, Lucy

Emam, Khaled El

Computer Science

O'Reilly Media

See the best price to sell, buy, or rent books by Mosquera, Lucy. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Mosquera, Lucy

See the best price to sell, buy, or rent books by Mosquera, Lucy. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

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