Data Governance with Unity Catalog on Databricks (eBook)

Implement Data and AI Governance with Databricks Data Intelligence Platform

Kiran Sreekumar, Karthik Subbarao (Autoren)

eBook Download: PDF

2025
O'Reilly Media (Verlag)
978-1-0981-7960-1 (ISBN)

Infos

Organizations collecting and using personal data must now heed a growing body of regulations, and the penalties for noncompliance are stiff. The ubiquity of the cloud and the advent of generative AI have only made it more crucial to govern data appropriately. Thousands of companies have turned to Databricks Unity Catalog to simplify data governance and manage their data and AI assets more effectively. This practical guide helps you do the same.Databricks data specialists Kiran Sreekumar and Karthik Subbarao dive deep into Unity Catalog and share the best practices that enable data practitioners to build and serve their data and AI assets at scale. Data product owners, data engineers, AI/ML engineers, and data executives will examine various facets of data governanceincluding data sharing, auditing, access controls, and automationas they discover how to establish a robust data governance framework that complies with regulations.Explore data governance fundamentals and understand how they relate to Unity CatalogUtilize Unity Catalog to unify data and AI governanceAccess data efficiently for analyticsImplement different data protection mechanismsSecurely share data and AI assets internally and externally with Delta Sharing

Produkt-Details

• Erscheint lt. Verlag: 12.9.2025
• Sprache: englisch
• Themenwelt: Informatik ► Datenbanken ► Data Warehouse / Data Mining
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Wirtschaft ► Betriebswirtschaft / Management ► Wirtschaftsinformatik
• ISBN-10: 1-0981-7960-9 / 1098179609
• ISBN-13: 978-1-0981-7960-1 / 9781098179601