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DMBOK
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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. Data stored in combination of ROLAP and MOLAP
HOLAP
DMBOK Environmental Elements
Asset
Reference Data Management
2. PPTIER Profiling - Parsing/Standardization - Transformation - Identity Resolution and Mapping - Enhancement - Reporting
DMBOK Recurring Themes
Data Quality tools
Data Management functions breakdown into
Metadata Management Functions
3. 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
Data Access Services
Semantic Modeling
Application DBA
4. Database Support and Data Technology Management
Reference Data Metadata may include...
Strategic goals of data management
Data Access Services
Data Ops Mgt has 2 Subfunctions
5. G ADO SQ RIDM - Governance - Architecture - Development - Operations - Security - Quality - Reference/Master Data Mgt - DW/Business Intelligence - Document and Content Management - Metadata Management.
To share consistent Reference and Master data - orgs need to understand...
Data Policies
Data Management Functions
Causes for Performance problems
6. 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 security guiding principles
Document Management
AAAA
Guiding Principles of data management
7. Control over master data values to enable consistent - shared - contextual use across systems - of the most Accurate - Current - Relevant version of truth about Essential business entitites.
Affiliation Relationship
Physical Data Models
Data Strategy Deliverables
Master Data Management
8. 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
Master Data
Data Implementation
Kimball DW Approach
Data Quality Management lifecycle
9. 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
Enterprise Data Warehouse
Taxonomies - 4 types
Metadata Architecture types
Information
10. Ongoing Reconciliation and Maintenance of reference and master data.
Data Operations Mgt
Content Mgt Functions
Drivers for Reference and Master Data Management
Reference and Master Data Management
11. Data stored in Relational DB store
Data Strategy
ROLAP
Knowledge management
Document Mgt.Functions
12. The Exercise of Authority and Control over the Management of Data Assets.
Application DBA
Metadata Architecture types
AAAA
Data Governance (EAC DMA)
13. Shared between Data Management Professionals in IT - and Business Data Stewards.
Reference and Master Data Management
Kimball DW Approach
Data Ops Mgt has 2 Subfunctions
Data Management Shared responsibility
14. SIC - Storage - Inventory - and Control of EPD - Electronic and Paper Documents.
Conceptual Data Models
Knowledge
Document Management
The PE - PPP - ACPDEV - DIA Data Management Acronym
15. Data Architect - Business Process Analyst- Chief Knowledge Officer (CKO) - IT Auditor - Government and Regulatory Bodies
Metadata for unstructured data types
Examples of individual roles participating in Data Mgt
Party master data
Business Intelligence
16. Policies - Procedures - Standards - Issues - Projects - Services - Quality Data and Info - Recognized Data Value
Data Management Synonyms
Data Implementation
Data Governance Deliverables (PPS IP SQV)
Kimball DW Approach
17. Customer - CRM Employee/workforce - HRM
Party master data
Document vs. Content
Non-strategic goals of data management
DMBOK Recurring Themes
18. Memory allocation - Locking/blocking - Failure to update Stats - Poor SQL - Insufficient Indexing - Application Activity - Increase in Number/Size of DBs - Db Volatility
Information
Causes for Performance problems
Affiliation Relationship
Knowledge
19. Technology specific - denormalized for performance - Surrogate keys - Indexing - Views -
Reference Data Metadata may include...
Examples of individual roles participating in Data Mgt
Reference and Master Data Management
Physical Data Models
20. Data specifically constructed for query and analysis
Data Management Services(GAR MQD IP)
Reference Data Metadata may include...
Detailed Data Design
Kimball DW Approach
21. A high-level course of action to achieve data goals. Usually a data management program strategy.
Data Strategy
Content Mgt Functions
Detailed Data Design
To share consistent Reference and Master data - orgs need to understand...
22. High level perspective on a subject area of importance to the business.
Data Quality Management Functions
Data Governance Deliverables (PPS IP SQV)
Conceptual Data Models
Hierarchical Relationships
23. GADR PTO "Gatter Riptoe" - Goals/Principles - Activities - Deliverables - Roles - Practices - Technology - Org/Culture
Reference Data Management
Information
Data Governance Deliverables (PPS IP SQV)
DMBOK Environmental Elements
24. 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
Knowledge
Inmon ODS - DW - DM distinction
Data Management
Inmon DW Approach
25. Often formed between vocabulary terms - either as a KIND-OF or a PART-OF relationship.
Data security guiding principles
Non-strategic goals of data management
Hierarchical Relationships
Financial master data
26. FDPPOS - Functions - Definitions - Principles - Practices - Organization - Scope
Data Quality Management Functions
Goals of DMBOK
Rules defined by Data Governance (PSP MBN DR )
Strategic goals of data management
27. State names - codes - MedDRA code - WHO Drug Code
Data Quality Management Functions
Non-strategic goals of data management
Data Governance (EAC DMA)
Reference Data - Examples
28. (ARPM Bit Mikes PP) ARPM (Awareness - Requirements - Profile - Metrics) - BTS (Business Rules - Test requirements - Service levels) - PP (Measure/monitor - Issues - Clean - Procedures - Performance)
Data Quality Management Functions
Common Activity Groups for DM Functions (PDCO)
Data Access Services
Ontology
29. Short statements of Management Intent and fundamental Rules governing creation - acquisition - integrity - security - quality - and use of data and information. Describe WHATs - and What NOTs; do not describe HOWs.
Hierarchical Relationships
Components of Data Strategy (VCP GMO RIRS)
Data Management Services(GAR MQD IP)
Data Policies
30. ERP
Knowledge management
Data Governance (EAC DMA)
Financial master data
Data Quality Management Functions
31. Plan - Specify - Enable - Create - Use - Retrieve - Purge
Financial master data
DM Function Context Diagram overview (DG - ISP - T - DCM)
Reference Data Metadata may include...
Data Lifecycle complete
32. Control over defined domain values - i.e. Vocabularies.
Data Governance Deliverables (PPS IP SQV)
Data governance like real Government
Data Model/Design quality management
Reference Data Management
33. The planning and execution of...policies - practices - and projects that...acquire - control - protect - deliver - and enhance the value of...data and information assets.
Data Integration Services
Goals of DMBOK
The PE - PPP - ACPDEV - DIA Data Management Acronym
Kimball DW Approach
34. LEGISLATIVE branch - Policies and standards - JUDICIAL branch - Issue management - EXECUTIVE branch - administration - services - and compliance
Content Mgt Functions
Data governance like real Government
Semantic Modeling
Data Management Synonyms
35. TMAC Taxonomy - Metadata - Access - Quality
Ontology
Regulatory Compliance examples
Data Stewards
Content Mgt Functions
36. 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 Management
Common Activity Groups for DM Functions (PDCO)
Data Security Management (PDE PP AAAA)
Document Mgt.Functions
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 Model/Design quality management
Data Development Activities (MDQI)
Data
Data Strategy
38. ETL Source to target mappings
Product master data
Data Integration Services
Data Strategy
Data governance like real Government
39. Any file or record
Non-strategic goals of data management
Document
Document vs. Content
Document Management
40. 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
Affiliation Relationship
Metadata for unstructured data types
DMBOK Recurring Themes
41. Appointed trustees for data assets
Goals of DMBOK
Data Stewards
Inmon ODS - DW - DM distinction
Data Management Functions
42. SQIEC "Squiec" - Stewardship - Quality - Integration - Enterprise - Cultural change leadership
DMBOK Recurring Themes
Data Governance Deliverables (PPS IP SQV)
Kimball DW Approach
Ontology
43. Representation of facts - as Text - Numbers - Graphics - Images - Sound - or Video.
Data
Knowledge
Ten Functions of Data Management
Data Ops Mgt has 2 Subfunctions
44. DSA - Descriptive metadata (Catalog information - thesauri keyword terms) - Structural metadata (Dublin core - field structures - XML schema) - ADMINISTRATIVE metadata (Source - integration/update schedule - access rights - page relationships)
Procedural DBA
Master Data Management
Data Quality tools
Metadata for unstructured data types
45. Information mgt - Enterprise Information mgt - Enterprise Data mgt - Data Resource mgt - Information Resource mgt - Information Asset mgt
Data governance programScope elements
Data Management Synonyms
Ontology
Types of Metadata
46. Data Strategy and Policies - Standards and Architecture - Regulatory Compliance - Issue management - PROJECTS - Valuation - Communication
Goals of DMBOK
Data Lifecycle Simple
Affiliation Relationship
Data governance programScope elements
47. Virtual OLAP cube available as proprietary function of a classic relational database
Reference and Master Data Management
DOLAP
Master Data
Data Implementation
48. Data is Intangible Asset - usually in Goodwill category. ways to value: Cost of Loss of data..What would Competitors pay for this data?
Data asset valuation
Data Policies
Guiding Principles of data management
Data Strategy
49. Responsibility for a Specific Database(s) in all of its environments - rather than database System administration.
Data Management functions breakdown into
Data governance programScope elements
Business Intelligence
Application DBA
50. Policies - Standards - Procedures - Metrics - Business data Names - business Definitions - business Rules
Document Mgt.Functions
Data Governance (EAC DMA)
Data Security Management (PDE PP AAAA)
Rules defined by Data Governance (PSP MBN DR )
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