Data Management: a gentle introduction. Bas van Gils

Data Management: a gentle introduction - Bas van Gils


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8.6 Reference data

       8.7 Metadata

       8.8 Visual summary

       9 DATA GOVERNANCE

       9.1 Introduction

       9.2 Data governance and data management

       9.3 Data governance activities in DMBOK

       9.4 A modern approach to data governance

       9.5 Position of data governance

       9.6 Visual summary

       10 METADATA

       10.1 Types of metadata

       10.1.1 Business metadata

       10.1.2 Technical metadata

       10.1.3 Operational metadata

       10.2 Metadata is the foundation

       10.3 Metadata repositories

       10.4 Visual summary

       11 MODELING

       11.1 Scope

       11.2 Abstraction levels

       11.3 Modeling languages

       11.3.1 Fact-based modeling

       11.3.2 Entity relationship modeling

       11.3.3 Architecture modeling with ArchiMate

       11.4 Relationship to other DM capabilities

       11.5 Visual summary

       12 ARCHITECTURE

       12.1 Architecture

       12.2 Data architecture

       12.3 Relationship to other (data management) capabilities

       12.4 Visual summary

       13 INTEGRATION

       13.1 Introduction to data integration

       13.2 Common integration patterns

       13.2.1 Batch integration

       13.2.2 Accessing data through services

       13.2.3 Change data capture

       13.2.4 Streaming data integration

       13.2.5 Data virtualization

       13.3 Integration from an architecture perspective

       13.3.1 Dealing with the number of potential connections

       13.3.2 Dealing with different names and structures

       13.3.3 Dealing with different patterns

       13.4 Visual summary

       14 REFERENCE DATA

       14.1 Definition

       14.2 Using reference data to harmonize the meaning of data

       14.3 Historic versions of reference data sets

       14.4 Reference data and governance

       14.5 Visual summary

       15 MASTER DATA

       15.1 Multiple versions of the truth

       15.2 Basic MDM concepts

       15.3 Relationship to other data management capabilities

       15.4 Visual summary

       16 QUALITY

       16.1 Introduction

       16.2 The notion of quality

       16.3 Data quality

       16.4 Data quality management

       16.5 Critical data elements

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