(Ebook) Fundamentals of Metadata Management Succeed with Data Information and Knowledge Management 1st Edition by Ole Olesen Bagneux ISBN 9781098162818 1098162811

(Ebook) Fundamentals of Metadata Management Succeed with Data Information and Knowledge Management 1st Edition by Ole Olesen Bagneux ISBN 9781098162818 1098162811

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Product details:

ISBN 10: 1098162811
ISBN 13: 9781098162818
Author: Ole Olesen Bagneux

(Ebook) Fundamentals of Metadata Management Succeed with Data Information and Knowledge Management 1st Edition Table of contents:

• Introduction to Metadata

  • What is Metadata?

  • Why Metadata Matters in Business

  • Types and Classifications of Metadata

• Metadata in the Data Lifecycle

  • Metadata for Data Creation and Ingestion

  • Managing Metadata for Data Storage

  • Metadata in Data Usage and Consumption

• Building a Metadata Strategy

  • Aligning Metadata with Business Goals

  • Defining Roles and Governance Structures

  • Metadata Policies and Standards

• Metadata Architecture and Models

  • Metadata Schemas and Ontologies

  • Relational and Graph-Based Models

  • Data Catalogs and Repositories

• Metadata Collection and Capture

  • Automated Extraction Tools

  • Manual and Collaborative Metadata Capture

  • Integration with ETL and Data Pipelines

• Metadata Quality and Maintenance

  • Quality Dimensions: Accuracy, Completeness, Consistency

  • Monitoring and Cleansing Metadata

  • Version Control and Lineage Tracking

• Data Lineage and Traceability

  • Understanding Data Lineage Basics

  • Tools and Standards for Provenance

  • Auditing Data Flows and Impact Analysis

• Semantic Metadata and Knowledge Graphs

  • Leveraging Taxonomies and Ontologies

  • Building Knowledge Graphs

  • Semantic Search and Discovery

• Metadata for Analytics and BI

  • Enhancing Data Discovery and Context

  • Supporting Dashboards and Visualizations

  • Metadata-Driven Data Governance

• Regulatory Compliance and Privacy

  • Metadata’s Role in GDPR, CCPA, and Data Policies

  • Masking and Security through Metadata

  • Audit Trails and Compliance Reporting

• Metadata Tools and Platforms

  • Commercial Metadata Management Solutions

  • Open-Source Tools and Frameworks

  • Metadata APIs and Integration

• Organizational Readiness and Change Management

  • Building Metadata Literacy

  • Training and Cultural Adoption

  • Metrics for Measuring Metadata Impact

• Case Studies and Best Practices

  • Enterprise-Scale Metadata Deployments

  • Metadata Use in Cloud and Big Data Environments

  • Lessons Learned from Metadata Initiatives

• Emerging Trends and the Future of Metadata

  • AI, NLP, and Knowledge Graphs

  • Automated Metadata Generation

  • Metadata in the Era of Data Mesh

• Appendices

  • Glossary of Metadata Terms

  • Sample Metadata Policy Template

  • Reference Architectures

  • Further Reading

• Index

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Tags: Ole Olesen Bagneux, Metadata Management, Data Information, Knowledge Management