Metadata Management Masterclass - The Ultimate Course

Explore metadata management as a systematic approach with processes, policies, and tools that ensure compliance, data quality, data discovery, and analytics within data governance.

Explore descriptive metadata as a detailed catalog for digital collections, enabling discovery, identification, and resource selection through attributes like titles, authors, keywords, abstracts, and book cover cues.

Explore structural metadata as the blueprint that outlines how pages, chapters, sections, and tables of contents organize and relate parts of a digital resource.

Explore administrative metadata and its role in managing digital resources, including rights management, preservation metadata, file formats, and change histories to ensure proper long-term maintenance.

Explore the main sources of metadata in organizations, including application metadata repositories, business glossary, data dictionaries, data integration tools, and data quality tools, and learn why metadata matters.

Discover how data quality tools rely on metadata to define quality rules, perform profiling, and cleanse data across datasets, enabling dashboards and reliable reporting.

Identify metadata sources beyond basics, including content management systems like WordPress with author and publish date, and document management systems like SharePoint with version history and permissions.

Explore bidirectional metadata architecture, a hybrid of centralized and decentralized models that enables bidirectional data flow between tools and repositories, balancing governance with domain-specific autonomy.

Identify stakeholders and define data objectives to determine essential metadata for governance, compliance, and analytics, referencing Dublin Core and ISO 11179 standards.

Define metadata architecture by designing the technical framework for collection, storage, and dissemination, led by the data architect, selecting tools and technologies, and integrating with other data management systems.

Develop and maintain metadata by identifying data sources, defining technical and business metadata, and ensuring accurate, up-to-date metadata through a collaborative effort of data owners, stewards, and IT teams.

Explore Informatica Metadata Manager, a web-based tool for browsing, analyzing, and managing metadata from various repositories, supporting data governance, ETL, data quality, cataloging, and data lineage.

Collibra offers a centralized metadata repository with automated discovery, cataloging, data lineage, impact analysis, a data dictionary, and a business glossary to enable governance, collaboration, and integrations across data sources.

Define clear roles and responsibilities for metadata governance, appoint metadata stewards for day-to-day management, and designate data owners, custodians, and data governance committees to ensure metadata quality.

Implement metadata governance processes to manage metadata with lifecycle management, validation and maintenance, and change management, assigning data owners and stewards and enforcing version control.