Remove Data science Remove Education Remove Metadata Remove Tools
article thumbnail

What is data governance and why does it matter?

Collibra

True data governance puts the rules in place and aligns the organization so data is not a potential liability. . In an overly data-rich world where the winners and losers are based on how well they react and respond (especially in a downturn), data governance tools help organizations easily understand those mounds of data.

article thumbnail

Part 1: OMG! Not another digital transformation article! Is it about understanding the business drivers?

ARMA International

This discussion will include methods, tools, and techniques such as using personae and identifying use cases that have high business value, while minimizing project risks. More likely, the organization will resist DT – its new tools and processes to support new business models. This is a best-case scenario. Cloud-First.

article thumbnail

Operationalizing responsible AI principles for defense

IBM Big Data Hub

AI tools are now utilized in national security and to help protect against data breaches and cyberattacks. The method merges best practices in data science, project management, design frameworks and AI governance. Using auditing tools to reflect the bias exhibited in models. The CRISP-DM model is useful here.