Data Management: a gentle introduction. Bas van Gils

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6 TERMINOLOGY

       6.1 Introduction

       6.2 Data codifies what we know about the world

       6.3 Storing data in systems

       6.4 Data in processes

       6.5 Connecting the business and IT perspective

       6.6 Outlook

       6.7 Visual summary

       7 DATA MANAGEMENT: A DEFINITION

       7.1 Introduction

       7.2 Managing the lifecycle of data

       7.3 Deconstructing DM

       7.4 Visual summary

       8 TYPES OF DATA

       8.1 Classifying data

       8.2 Five fundamentally different types of data

       8.3 Transaction data

       8.4 Master data

       8.5 Business intelligence data

       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

      

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