![]() SEE: Hiring Kit: Database engineer (TechRepublic Premium)Īs companies seek to put data to use in newer business technologies like machine learning, it’s become even more important for organizations to pick tools that not only help to control the flow of data throughout an organization but also to ensure data can be accessed securely and freely by an ever-growing population of users. As Forrester principal analyst Achim Granzen has outlined in The Forrester Wave™ for Data Governance Solutions, data governance tools have evolved from an “initial technical focus to include data privacy, protection and sovereignty.” If a data governance program “includes best practices, policies and procedures that protect the confidentiality and integrity of a company’s data,” as Aminu Abdullahi has described, then data governance tools enable an organization to build and manage the policies and processes within such a program.ĭata governance best practices and associated tools have changed considerably over recent years as the nature and use of data have changed.
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