Data Management: a gentle introduction. Bas van Gils

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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

       16.6 Relationship to other capabilities

       16.7 Visual summary

       17 RISK AND SECURITY

       17.1 Risks and risk mitigating measures

       17.2 ISO standards

       17.3 Data security management

       17.4 Training and certification

       17.5 Relationship to other capabilities

       17.6 Visual summary

       18 BUSINESS INTELLIGENCE & ANALYTICS

       18.1 Defining business intelligence and analytics

       18.2 Common system types

       18.3 Structuring data

       18.4 Self-service BI

       18.5 Relationship to other capabilities

       18.6 Visual summary

       19 BIG DATA

       19.1 Definition of big data

       19.2 Dealing with big data

       19.3 Technical capabilities and architecture

       19.4 Relationship to other capabilities

       19.5 Visual summary

       20 TECHNOLOGY

       20.1 People are key

       20.2 Observations about technology

       20.3 Technology and the functional areas of DMBOK

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