What is Data Governance? Top Data Governance Tools for Data Science and Machine Learning Research in 2022

The process of developing internal data standards and enacting rules governing who has access to data and how it is utilized for analytical applications and business operations is known as data governance. A good data governance program guarantees that data is reliable, consistent, and accessible and that its use complies with applicable rules and regulations regarding data protection. In addition to master data management (MDM) projects, it frequently includes data quality improvement initiatives. Software of this type offers features that facilitate the formulation of data governance policies, the construction of business glossaries and data catalogs, data mapping and classification, workflow management, collaboration, and process documentation. Software for data governance can be used in conjunction with MDM, metadata management, and data quality solutions. Data governance aims to promote confident decisions supported by solid data resources. Building policies that define data ownership, duties, and delegates are the goal of data governance.