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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. PPTIER Profiling - Parsing/Standardization - Transformation - Identity Resolution and Mapping - Enhancement - Reporting
Data Quality tools
Reference Data Metadata may include...
Regulatory Compliance examples
Metadata Architecture types
2. Meaning and purpose of each reference data value domain - Reference tables and databases where the reference data appears. - Source of the data in each table. - Version currently available. - When data was last updated. - How the data in each table i
Physical Data Models
Inmon DW Approach
Reference Data Metadata may include...
ROLAP
3. Improve data Quality and Integration... Provide onsolidated 360 degree view of information about important business entities (Party - Product - Location - Financial Structure).
Enterprise Data Warehouse
Data Lifecycle Simple
Information
Drivers for Reference and Master Data Management
4. Data Strategy and Policies - Standards and Architecture - Regulatory Compliance - Issue management - PROJECTS - Valuation - Communication
Components of Data Strategy (VCP GMO RIRS)
Data governance programScope elements
Regulatory Compliance examples
Procedural DBA
5. ERP
Reference and Master Data Management
Data Governance (EAC DMA)
Financial master data
Application DBA
6. Modeling and design standards
Semantic Modeling
Data Model/Design quality management
Kimball key components
Goals of DMBOK
7. Plan - Specify - Enable - Create - Use - Retrieve - Purge
Data Access Services
Data Lifecycle complete
Application DBA
Data Implementation
8. Accuracy - degree data reflects real life entities] - [Completeness - both cols and rows - Consistency - Consistent data values between data sets - Currency - current with real world situation] - [Precision - level of detail - Privacy - access contr
Data Security Management (PDE PP AAAA)
Knowledge management
To share consistent Reference and Master data - orgs need to understand...
Data Quality Dimensions
9. Technology specific - denormalized for performance - Surrogate keys - Indexing - Views -
Document
Document Management
Physical Data Models
Types of Metadata
10. Done by DBA - collab with DA.
Detailed Data Design
Party master data
Data Quality tools
Content Management
11. 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)
Detailed Data Design
Taxonomies - 4 types
Data Policies
Metadata for unstructured data types
12. Database Support and Data Technology Management
Procedural DBA
Physical Data Models
Data Ops Mgt has 2 Subfunctions
Data Quality Management Functions
13. FDPPOS - Functions - Definitions - Principles - Practices - Organization - Scope
Location master data
Guiding Principles of data management
Goals of DMBOK
DOLAP
14. SITNSH - Subject oriented - Integrated - Time-variant (snapshots of data) - Non-volatile (no updates) - Summarized and Detailed data - Historical
Reference Data Management
Inmon DW Approach
Data Strategy
Data Quality tools
15. 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.
Data security guiding principles
Non-strategic goals of data management
Data Strategy
Taxonomies - 4 types
16. Policies - Standards - Procedures - Metrics - Business data Names - business Definitions - business Rules
Drivers for Reference and Master Data Management
Data Quality Management lifecycle
Rules defined by Data Governance (PSP MBN DR )
DOLAP
17. State names - codes - MedDRA code - WHO Drug Code
Data Lifecycle Simple
MOLAP
Reference Data - Examples
Data Operations Mgt
18. Vision - business case - guiding principles - long-term goal of Data Management - Measures of success - SMART program Objectives - descriptions of Roles - description of INITIATIVES (projects) - ROADMAP - boundaries of SCOPE.
Data Operations Mgt
Data Quality Dimensions
Taxonomies - 4 types
Components of Data Strategy (VCP GMO RIRS)
19. Shared between Data Management Professionals in IT - and Business Data Stewards.
Metadata Management Functions
Data
Data Management Shared responsibility
Asset
20. The Exercise of Authority and Control over the Management of Data Assets.
Reference and Master Data Management
Data Implementation
Data governance programScope elements
Data Governance (EAC DMA)
21. RAS - ICIM - DR [Requirements - Architecture - Standards] - [Implement Managed Metadata Environment Capture Metadata - Integrate Metadata - Metrics on Metadata[ - [Deliver Metadata - Report on Metadata]
Affiliation Relationship
Metadata Management Functions
Data Stewards
Document Mgt.Functions
22. DB implementation and change management - Test Data creation - Data migration/conversion programs - User training - Documentation
Data Implementation
AAAA
Knowledge
DMBOK Environmental Elements
23. Policies - Procedures - Standards - Issues - Projects - Services - Quality Data and Info - Recognized Data Value
AAAA
Data Management Functions
Kimball key components
Data Governance Deliverables (PPS IP SQV)
24. Security - DB Recovery and Retention - Access and Use of Externally Sourced Data - Sharingdata internally and externally - DW/BI policies
Data
DOLAP
Non-strategic goals of data management
Data Quality expectations
25. Query - analysis and reporting off of the DW.
Components of Data Strategy (VCP GMO RIRS)
Metadata Management Functions
Business Intelligence
Knowledge management
26. Data stored in combination of ROLAP and MOLAP
DM Function Context Diagram overview (DG - ISP - T - DCM)
Data Quality Management lifecycle
HOLAP
Data Management Shared responsibility
27. Discipline that fosters organizational learning and the management of intellectual capital.
Data Implementation
Data Management Services(GAR MQD IP)
Knowledge management
Master Data Management
28. Data stored in Relational DB store
ROLAP
Affiliation Relationship
Inmon ODS - DW - DM distinction
Strategic goals of data management
29. 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
Data Quality Dimensions
Causes for Performance problems
Regulatory Compliance examples
DMBOK Recurring Themes
30. Data in context. Business meaning - Format of data presentation - Timeframe - Relevance of data for a given usage.
Information
Data Warehouse primary components
Types of Metadata
Data Model/Design quality management
31. Planning - set strategic and tactical course for other activities - Development - undertaken within implementation projects and recognized as part of SDLC - Control - Supervisory activities - Operational - Service and support activities
Data asset valuation
Hierarchical Relationships
Data Security Management (PDE PP AAAA)
Common Activity Groups for DM Functions (PDCO)
32. Data is Intangible Asset - usually in Goodwill category. ways to value: Cost of Loss of data..What would Competitors pay for this data?
Data Warehouse primary components
Data asset valuation
Data Quality tools
Physical Data Models
33. Information mgt - Enterprise Information mgt - Enterprise Data mgt - Data Resource mgt - Information Resource mgt - Information Asset mgt
Data Quality Management Functions
Strategic goals of data management
Affiliation Relationship
Data Management Synonyms
34. (GADO SQ RIDM) 1. Governance 2. Architecture Management 3. Development 4. Operations Management 5. Security Management 6. Quality Management 7. Reference/Master Data Management 8. Data Warehousing/Business Intelligence 9. Document and Content Manage
Asset
The PE - PPP - ACPDEV - DIA Data Management Acronym
Ten Functions of Data Management
Data Implementation
35. SIC - Storage - Inventory - and Control of EPD - Electronic and Paper Documents.
Document Management
Data
Document vs. Content
Data security guiding principles
36. Centralized Data Warehouse designed to serve the BI needs of the entire organization. Adheres to the Enterprise Data Model (EDM).
Data Management
Enterprise Data Warehouse
The PE - PPP - ACPDEV - DIA Data Management Acronym
Procedural DBA
37. 1. Modeling - Analysis - Design (Reqts - Conc - Log - Phys Models) 2. Detailed Data Design (Phys DBs - Info Products - Access - Integration Services) 3. Quality Management (Modeling/Design Standards - Review Models - Versioning/Integration of Models)
Data Development Activities (MDQI)
Physical Data Models
Regulatory Compliance examples
Reference Data - Examples
38. Resources with recognized valued under the control of an individual or organization. Data and information are enterprise assets.
Asset
Types of Data Management Organizations
Enterprise Data Warehouse
HOLAP
39. G ADO SQ RIDM - Governance - Architecture - Development - Operations - Security - Quality - Reference/Master Data Mgt - DW/Business Intelligence - Document and Content Management - Metadata Management.
Causes for Performance problems
Common Activity Groups for DM Functions (PDCO)
Data Management Functions
Data
40. Write everything down - Keep everything - Automate - Purpose (Why?) for each task - Don't panic - Business interest - Collaborate
Reference Data Management
Data Management Synonyms
Data Ops Mgt - Guiding Principles
MOLAP
41. Planning - Development and Execution of - Policies and Procedures to provide proper - Authentication - Authorization - Access - and Auditing of - Information Assets.
Data security guiding principles
Data Security Management (PDE PP AAAA)
Components of Data Strategy (VCP GMO RIRS)
DM Function Context Diagram overview (DG - ISP - T - DCM)
42. 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 security guiding principles
Data Management Synonyms
Data Management functions breakdown into
Logical Data Model
43. 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.
Logical Data Model
Reference Data - Examples
Data Governance Deliverables (PPS IP SQV)
Product master data
44. Process - Tools - and Techniques for Organizing - Categorizing and Structuring access to Information Content
Content Management
Master Data
Data Warehouse primary components
ROLAP
45. Virtual OLAP cube available as proprietary function of a classic relational database
ROLAP
Kimball key components
DOLAP
Hierarchical Relationships
46. Governance coordination - Architecture definition and coordination - Information requirements analysis - data modeling facilitation - data quality analysis - traditional db design - implementation - production support services.
DMBOK Recurring Themes
Data Integration Services
Data Management Services(GAR MQD IP)
Data Warehouse primary components
47. Information in perspective - integrated into a viewpoint based on the recognition of Patterns - trnends - assumptions - etc.
Data Management Services(GAR MQD IP)
Ontology
Knowledge
Data Quality tools
48. SQIEC "Squiec" - Stewardship - Quality - Integration - Enterprise - Cultural change leadership
DOLAP
DMBOK Recurring Themes
Ten Functions of Data Management
Master Data
49. More detailed than Conceptual Data Model - adding: Normalization - Abstraction - Still technology independent.
MOLAP
Kimball DW Approach
Types of Metadata
Logical Data Model
50. Any file or record
Document
Data Lifecycle Simple
Common Activity Groups for DM Functions (PDCO)
Information