Data Lineage
- Data Lineage. Definition, Why Data Lineage on Data Governance.
- Data Lineage Techniques. Patterns-based, By Tagging, Self-Contained, By Parsing.
- Data Lineage Types: Impact Analysis (One to Multi nodes), Root-Cause Analysis (Multi to one node).
- Taller: Diseño de un modelo Data Lineage de tipo Impact Analysis.
- Taller: Diseño de un modelo Data Lineage de tipo Root-Cause Analysis.
Data Quality Management
- Data Quality. Definition and dimensions (metrics).
- Measure and control of Data Quality. Techniques and tools.
- Taller: Estimación de métricas de calidad de datos con Excel para diversos datasets.
Master Data and Reference Data
- Definition.
- Modeling and designing.
- Techniques and tool for management.
- Taller: Implementación de los modelos de datos maestro y de referencia (SQLServer).
Metadata Management
- Data Catalog. Definition.
- Business Glossary. Importance, Components, Development and Maintenance.
- Data Dictionary.
- Taller: Elaboración de un Data Catalog y Data Dictionary.
Data Monetization
- Definition.
- Strategies for Data Monetization.
- Taller: Identificación del valor cualitativo y cuantitativo del dato.