article thumbnail

How Data Ethics Supports Governance & Monetisation

Alation

And, while change at large organisations is tough, data leaders would be wise to reframe such transformations as business opportunities rather than burdens. The business opportunity: Data governance exposes inefficiency. However, these manual steps weren’t transparent until active data governance required it.

article thumbnail

Through the Looking Glass: The Unique Identifier of the Rose

The Data Administration Newsletter

I recently taught an online class on BCBS 239: Effective Risk Data Aggregation and Reporting for Risk.net. Preparing the course materials took me back to 2007-2008, when I worked for Merrill Lynch managing the Credit Risk Reporting team.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

What Is Data Quality and Why Is It Important?

Alation

The abundance of data systems has also made the monitoring of complicated tasks even more challenging. Data governance practices Data governance is a data management system that adheres to an internal set of standards and policies for the collection, storage, and sharing of information.

article thumbnail

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1

AWS Machine Learning Blog

In recent years, this new learning paradigm has been successfully adopted to address the concern of data governance in training ML models. This allows you to train an ML model on distributed data, without the need to share or move it. in Electrical Engineering and Computer Sciences from UC Berkeley in 2008.

AWS 87