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Test your basic knowledge |
DMBOK
Start Test
Study First
Subjects
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certifications
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dmbok
Instructions:
Answer 50 questions in 15 minutes.
If you are not ready to take this test, you can
study here
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Match each statement with the correct term.
Don't refresh. All questions and answers are randomly picked and ordered every time you load a test.
This is a study tool. The 3 wrong answers for each question are randomly chosen from answers to other questions. So, you might find at times the answers obvious, but you will see it re-enforces your understanding as you take the test each time.
1. Ongoing Reconciliation and Maintenance of reference and master data.
Ontology
Reference and Master Data Management
Physical Data Models
Inmon DW Approach
2. Data about the business entities that provide context for busines stransactions. e.g. Parties - Products - Financial Structures - Locations
Data Quality Management Functions
Detailed Data Design
Master Data
ROLAP
3. WHO needs WHAT info? - What data is available from different sources? - How does data from different sources DIFFER? - How can inconsistencies be RECONCILED? - How should most valid values be SHARED effectively and efficiently?
To share consistent Reference and Master data - orgs need to understand...
Content Mgt Functions
Metadata Architecture types
Master Data
4. The Exercise of Authority and Control over the Management of Data Assets.
Procedural DBA
Kimball key components
Data Lifecycle complete
Data Governance (EAC DMA)
5. Expert technical custodians of data assets
Data Implementation
Data Management Professionals role
DMBOK Recurring Themes
Data
6. More detailed than Conceptual Data Model - adding: Normalization - Abstraction - Still technology independent.
Data Management Services(GAR MQD IP)
Logical Data Model
Data Strategy
Semantic Modeling
7. DM Program Charter - SCOPE statement - Implementation Roadmap
Knowledge
Data Governance Deliverables (PPS IP SQV)
Data Quality Management lifecycle
Data Strategy Deliverables
8. SQIEC "Squiec" - Stewardship - Quality - Integration - Enterprise - Cultural change leadership
Inmon ODS - DW - DM distinction
Document Mgt.Functions
DMBOK Recurring Themes
Data Lifecycle Simple
9. Data in context. Business meaning - Format of data presentation - Timeframe - Relevance of data for a given usage.
Data Model/Design quality management
Components of Data Strategy (VCP GMO RIRS)
Taxonomies - 4 types
Information
10. ODS - Current-valued - volatile data for operational reporting needs - DW - Historical - non-volatile data for single source of integrated data for corporation - DM - DSS for a department analytic need
Metadata Management Functions
Inmon ODS - DW - DM distinction
Data Management functions breakdown into
Types of Data Management Organizations
11. Source Systems - Staging Area - Data Presentation Area/DW - Data Access Tools
Kimball key components
DMBOK Environmental Elements
Examples of individual roles participating in Data Mgt
DMBOK Recurring Themes
12. Data Architect - Business Process Analyst- Chief Knowledge Officer (CKO) - IT Auditor - Government and Regulatory Bodies
Examples of individual roles participating in Data Mgt
Kimball DW Approach
Detailed Data Design
Data Governance (EAC DMA)
13. Data is Intangible Asset - usually in Goodwill category. ways to value: Cost of Loss of data..What would Competitors pay for this data?
Data Management
Examples of individual roles participating in Data Mgt
Data Stewardship
Data asset valuation
14. The planning and execution of...policies - practices - and projects that...acquire - control - protect - deliver - and enhance the value of...data and information assets.
The PE - PPP - ACPDEV - DIA Data Management Acronym
Types of Metadata
To share consistent Reference and Master data - orgs need to understand...
Data Governance Deliverables (PPS IP SQV)
15. Activities and Activity Groups
Data Management Services(GAR MQD IP)
Data Management Shared responsibility
Document vs. Content
Data Management functions breakdown into
16. Process - Tools - and Techniques for Organizing - Categorizing and Structuring access to Information Content
Data asset valuation
Data Implementation
Data Security in an outsourced wolrd
Content Management
17. Query - analysis and reporting off of the DW.
Inmon DW Approach
Business Intelligence
Non-strategic goals of data management
HOLAP
18. Shared between Data Management Professionals in IT - and Business Data Stewards.
Data Management Shared responsibility
Logical Data Model
Data Policies
Document Mgt.Functions
19. Write everything down - Keep everything - Automate - Purpose (Why?) for each task - Don't panic - Business interest - Collaborate
Reference and Master Data Management
Enterprise Data Warehouse
Data Lifecycle Simple
Data Ops Mgt - Guiding Principles
20. Authentication - User is who they say they are. - Authorization - List of privileges that a user has to data - Access - Enable privileges in a timely manner - Auditing - Review security actions and user activity to ensure compliance
Data Governance Deliverables (PPS IP SQV)
AAAA
Document
Taxonomies - 4 types
21. Centralized Data Warehouse designed to serve the BI needs of the entire organization. Adheres to the Enterprise Data Model (EDM).
Enterprise Data Warehouse
Data Lifecycle complete
Data Warehouse primary components
Semantic Modeling
22. Data stored in Relational DB store
Data
ROLAP
Content Management
Data Governance (EAC DMA)
23. PPTIER Profiling - Parsing/Standardization - Transformation - Identity Resolution and Mapping - Enhancement - Reporting
Conceptual Data Models
Data Quality Dimensions
Data Quality tools
Guiding Principles of data management
24. SOA - ETL - Replication - Message Brokers
To share consistent Reference and Master data - orgs need to understand...
DOLAP
Master Data Management
Data Access Services
25. Responsible Trustee of data - Understand and Comply with Regulations- Define data security Reqts Collaboratively - ID detailed application security reqts in each app dev project - Every user acct. has password - Use Role Groups- Formally track/approv
Data Development Activities (MDQI)
Data Operations Mgt
Data Ops Mgt - Guiding Principles
Data security guiding principles
26. Formal accountability for business responsibilities ensuring effective control and use of data assets.
ROLAP
Inmon DW Approach
Semantic Modeling
Data Stewardship
27. Knowledge modeling. Ontology is a semantic model that describes Knowledge.
DM Function Context Diagram overview (DG - ISP - T - DCM)
Data Governance Deliverables (PPS IP SQV)
Physical Data Models
Semantic Modeling
28. Control over defined domain values - i.e. Vocabularies.
Reference Data Management
Affiliation Relationship
Detailed Data Design
Common Activity Groups for DM Functions (PDCO)
29. SITNSH - Subject oriented - Integrated - Time-variant (snapshots of data) - Non-volatile (no updates) - Summarized and Detailed data - Historical
Inmon DW Approach
Data Stewards
To share consistent Reference and Master data - orgs need to understand...
Information
30. PPPDMA Plan - assess scope of known issues - Deploy - profile the data - and employ inspections and monitors - Monitor - actively monitor data quality against defined business rules - Act - Take action to address and resolve emerging issues
Data Quality Management lifecycle
Data governance programScope elements
Data Security Management (PDE PP AAAA)
Ten Functions of Data Management
31. TMAC Taxonomy - Metadata - Access - Quality
AAAA
Content Mgt Functions
Data Management Functions
Data Quality Management lifecycle
32. Governance coordination - Architecture definition and coordination - Information requirements analysis - data modeling facilitation - data quality analysis - traditional db design - implementation - production support services.
Master Data
Document Management
Data Management Services(GAR MQD IP)
Inmon ODS - DW - DM distinction
33. RAS - ICIM - DR [Requirements - Architecture - Standards] - [Implement Managed Metadata Environment Capture Metadata - Integrate Metadata - Metrics on Metadata[ - [Deliver Metadata - Report on Metadata]
Data Policies
Metadata Management Functions
Data Stewardship
Rules defined by Data Governance (PSP MBN DR )
34. Created/acquired - stored - used - destroyed.
Content Management
Knowledge
Asset
Data Lifecycle Simple
35. Done by DBA - collab with DA.
Detailed Data Design
Content Management
Regulatory Compliance examples
Data Lifecycle complete
36. Centralized - gather and store centrally - periodic batch updates - Distributed - Query it in realtime from source - Hybrid - Header/common info stored centrally - more detailed info gathered in realtime from source
Data Management Functions
Document vs. Content
Knowledge
Metadata Architecture types
37. Type of model that represents a set of concepts and their relationships within a domain.
Types of Data Management Organizations
Ontology
Data Operations Mgt
Ten Functions of Data Management
38. PIBRA Plan - Implement Doc/Record Mgt System - Backup - Retain - Audit
Data Management Synonyms
Document Mgt.Functions
Physical Data Models
Data Security Management (PDE PP AAAA)
39. Appointed trustees for data assets
Strategic goals of data management
Causes for Performance problems
Data Stewards
Knowledge
40. Modeling and design standards
Guiding Principles of data management
Reference Data Management
Data Model/Design quality management
Knowledge management
41. PLM - Product lifecycle management systems - enable cross-process cost and legal agreements tracking as product concepts evolve from one idea to many potential products under different names and potentially different licensing agreements.
Inmon DW Approach
Product master data
Data Warehouse primary components
Reference Data - Examples
42. Virtual OLAP cube available as proprietary function of a classic relational database
Data governance like real Government
Data Governance (EAC DMA)
DOLAP
DMBOK Recurring Themes
43. Data stored in combination of ROLAP and MOLAP
Document Management
Data Management functions breakdown into
Components of Data Strategy (VCP GMO RIRS)
HOLAP
44. G ADO SQ RIDM - Governance - Architecture - Development - Operations - Security - Quality - Reference/Master Data Mgt - DW/Business Intelligence - Document and Content Management - Metadata Management.
Data Quality tools
Data Management Functions
Data governance programScope elements
Data Governance Deliverables (PPS IP SQV)
45. Understand info Needs of enterprise and its stakeholders. - Capture - store - protect - and ensure integrity of Data Assets. - Continually improve Quality of data and information. - Ensure Privacy and Confidentiality - Maximize Effective use and VALU
Strategic goals of data management
Reference Data Metadata may include...
Ten Functions of Data Management
Data Stewards
46. Establishment and maintenance of Relationships between master data records.
Data governance programScope elements
Affiliation Relationship
HOLAP
Conceptual Data Models
47. Control COST of data mgt. - Promote wider understanding of value of data assets. - Manage info consistently across enterprise - Align data mgt efforts and technology with Business Needs.
Non-strategic goals of data management
Kimball key components
Procedural DBA
Data Management Shared responsibility
48. Sarbanes-Oxley - financial reporting and auditing - HIPPA - privacy and security of health information - Basel II - Solvency II - PCI-DSS - Payment Card Industry Data Security Standards
Drivers for Reference and Master Data Management
Taxonomies - 4 types
Regulatory Compliance examples
Data Management functions breakdown into
49. FFHN Flat - No relationship among controlled set of categories (e.g. List of Countries) - Facet - Star - attributes of an object (Metadata) - Hierarchical - TREE structure (Geography) - Network - Hierarchy And Facet (Thesaurus)
Metadata Management Functions
MOLAP
Data Management Functions
Taxonomies - 4 types
50. Resources with recognized valued under the control of an individual or organization. Data and information are enterprise assets.
Data Lifecycle complete
Data Management Synonyms
Inmon DW Approach
Asset