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Practical Synthetic Data Generation
Author Richard Hoptroff , Lucy Mosquera , Khaled El Emam
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 genera....
Release Date 2020/07 -
Accelerating AI with Synthetic Data
Author Khaled El Emam
Recently, data scientists have found effective methods to generate high-quality synthetic data. That’s good news for companies seeking large amounts of data to train and build artificial intelligence and machine learning models. This report provides an overview of synthet....
Release Date 2020/06 -
Building an Anonymization Pipeline
Author Khaled El Emam , Luk Arbuckle
How can you use data in a way that protects individual privacy, but still ensures that data analytics will be useful and meaningful? With this practical book, data architects and engineers will learn how to implement and deploy anonymization solutions within a data....
Release Date 2020/05 -
Author Luk Arbuckle , Khaled El Emam
With this practical book, you will learn proven methods for anonymizing health data to help your organization share meaningful datasets, without exposing patient identity. Leading experts Khaled El Emam and Luk Arbuckle walk you through a risk-based methodology, usi....
Release Date 2013/12