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Governing the ML lifecycle at scale, Part 3: Setting up data governance at scale

Flipboard

It serves as the hub for defining and enforcing data governance policies, data cataloging, data lineage tracking, and managing data access controls across the organization. Data lake account (producer) – There can be one or more data lake accounts within the organization.

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The Role of Technology in Making Data-Driven Strategic Decisions

Precisely

Respondents’ functional titles included everything from C-level executives to line-of-business managers, IT executives, data stewards, data architects, data managers, and data analysts. As a result, the data governance team could establish defined KPIs around data quality, data integration, and data enrichment.

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The Data Architect’s Role in Data Governance

Alation

A data architect is responsible for managing an organization’s data architecture, ensuring accuracy, consistency, and security. They collaborate with IT professionals, business stakeholders, and data analysts to design effective data infrastructure aligned with the organization’s goals.

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Data governance 101: Building a strong foundation for your organization

Dataconomy

It involves the creation of rules for collecting, storing, processing, and sharing data to ensure its accuracy, completeness, consistency, and security. Some key concepts related to data governance include: Data quality:  Ensuring that data is accurate, complete, and consistent.

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Data governance 101: Building a strong foundation for your organization

Dataconomy

It involves the creation of rules for collecting, storing, processing, and sharing data to ensure its accuracy, completeness, consistency, and security. Some key concepts related to data governance include: Data quality:  Ensuring that data is accurate, complete, and consistent.

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A CDO’s Guide to the Data Catalog

Alation

CDOs have a mandate across the data value chain, across that whole life cycle of data. Data governance also extends across that life cycle. It’s not just about security or privacy or ensuring data quality; it’s also ensuring the right people can access it and use it to deliver value to the organization.”.

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Data Intelligence empowers informed decisions

Pickl AI

Data governance and security Like a fortress protecting its treasures, data governance, and security form the stronghold of practical Data Intelligence. Think of data governance as the rules and regulations governing the kingdom of information. It ensures data quality , integrity, and compliance.