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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. Virtual OLAP cube available as proprietary function of a classic relational database
Data governance like real Government
Data Management Synonyms
DOLAP
Data Quality Management lifecycle
2. Top - Definition and List of Goals - Center - List of that function's Activities - Left - Inputs - Suppliers - Participants - Below - Tools used for activities - Right - Primary DELIVERABLES - Consumers - Metrics
Kimball key components
Reference Data Management
DM Function Context Diagram overview (DG - ISP - T - DCM)
Data Development Activities (MDQI)
3. 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.
Data Governance (EAC DMA)
HOLAP
Data Operations Mgt
Master Data Management
4. Data about the business entities that provide context for busines stransactions. e.g. Parties - Products - Financial Structures - Locations
Non-strategic goals of data management
Data governance programScope elements
Master Data
Affiliation Relationship
5. 1. Integrated Decision Support Database 2. All the software used to collect - cleanse - transform - store data
Types of Metadata
Logical Data Model
Data Management Functions
Data Warehouse primary components
6. 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.
Semantic Modeling
Non-strategic goals of data management
DMBOK Environmental Elements
Rules defined by Data Governance (PSP MBN DR )
7. Expert technical custodians of data assets
Data Access Services
Data Management Professionals role
Master Data Management
Knowledge
8. The planning and execution of...policies - practices - and projects that...acquire - control - protect - deliver - and enhance the value of...data and information assets.
DM Function Context Diagram overview (DG - ISP - T - DCM)
The PE - PPP - ACPDEV - DIA Data Management Acronym
Metadata Management Functions
Data Lifecycle complete
9. Data in context. Business meaning - Format of data presentation - Timeframe - Relevance of data for a given usage.
Data Management Synonyms
Physical Data Models
Information
Components of Data Strategy (VCP GMO RIRS)
10. Data stored in Relational DB store
Data Warehouse primary components
Causes for Performance problems
Data Security in an outsourced wolrd
ROLAP
11. Modeling and design standards
Data Quality Management Functions
Data Model/Design quality management
Inmon ODS - DW - DM distinction
Hierarchical Relationships
12. 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)
Reference and Master Data Management
DMBOK Environmental Elements
Drivers for Reference and Master Data Management
Data Development Activities (MDQI)
13. Technology specific - denormalized for performance - Surrogate keys - Indexing - Views -
Knowledge management
Physical Data Models
Data Quality Management lifecycle
DMBOK Recurring Themes
14. More detailed than Conceptual Data Model - adding: Normalization - Abstraction - Still technology independent.
Data asset valuation
Reference Data Management
Affiliation Relationship
Logical Data Model
15. Governance coordination - Architecture definition and coordination - Information requirements analysis - data modeling facilitation - data quality analysis - traditional db design - implementation - production support services.
Data Policies
Logical Data Model
Kimball DW Approach
Data Management Services(GAR MQD IP)
16. Memory allocation - Locking/blocking - Failure to update Stats - Poor SQL - Insufficient Indexing - Application Activity - Increase in Number/Size of DBs - Db Volatility
Non-strategic goals of data management
Reference and Master Data Management
Causes for Performance problems
Party master data
17. Data Strategy and Policies - Standards and Architecture - Regulatory Compliance - Issue management - PROJECTS - Valuation - Communication
Procedural DBA
Data governance programScope elements
Data Governance (EAC DMA)
Affiliation Relationship
18. PIBRA Plan - Implement Doc/Record Mgt System - Backup - Retain - Audit
Document Mgt.Functions
Data Warehouse primary components
Data governance programScope elements
Data Model/Design quality management
19. (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
Enterprise Data Warehouse
Data Security in an outsourced wolrd
Data Lifecycle complete
20. Data Architect - Business Process Analyst- Chief Knowledge Officer (CKO) - IT Auditor - Government and Regulatory Bodies
Data governance like real Government
Examples of individual roles participating in Data Mgt
Goals of DMBOK
Reference Data Management
21. Plan - Specify - Enable - Create - Use - Retrieve - Purge
Data Lifecycle complete
Asset
Metadata Architecture types
Data Management
22. 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
Procedural DBA
Data Quality Dimensions
Non-strategic goals of data management
Metadata Architecture types
23. PPTIER Profiling - Parsing/Standardization - Transformation - Identity Resolution and Mapping - Enhancement - Reporting
Data Quality tools
Semantic Modeling
Reference Data - Examples
Enterprise Data Warehouse
24. Done by DBA - collab with DA.
Data governance programScope elements
Data Security in an outsourced wolrd
Data Management Synonyms
Detailed Data Design
25. SQIEC "Squiec" - Stewardship - Quality - Integration - Enterprise - Cultural change leadership
DMBOK Recurring Themes
Reference Data Management
Knowledge
Data Implementation
26. 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...
The PE - PPP - ACPDEV - DIA Data Management Acronym
Data Ops Mgt has 2 Subfunctions
Ten Functions of Data Management
27. Security - DB Recovery and Retention - Access and Use of Externally Sourced Data - Sharingdata internally and externally - DW/BI policies
Data Development Activities (MDQI)
Data Quality expectations
Guiding Principles of data management
Data Quality Management lifecycle
28. 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
Metadata for unstructured data types
DM Function Context Diagram overview (DG - ISP - T - DCM)
Common Activity Groups for DM Functions (PDCO)
Kimball key components
29. Data stored in combination of ROLAP and MOLAP
Affiliation Relationship
Ten Functions of Data Management
HOLAP
Data Lifecycle complete
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 Policies
Goals of DMBOK
Data Quality Management lifecycle
Data Stewards
31. 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)
Metadata for unstructured data types
Data Operations Mgt
Data Warehouse primary components
Taxonomies - 4 types
32. (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
Reference Data Management
Document
Ten Functions of Data Management
DM Function Context Diagram overview (DG - ISP - T - DCM)
33. Resources with recognized valued under the control of an individual or organization. Data and information are enterprise assets.
Data Management Services(GAR MQD IP)
DM Function Context Diagram overview (DG - ISP - T - DCM)
Asset
Hierarchical Relationships
34. Database Support and Data Technology Management
Enterprise Data Warehouse
Data Management Synonyms
Affiliation Relationship
Data Ops Mgt has 2 Subfunctions
35. DM Program Charter - SCOPE statement - Implementation Roadmap
Types of Metadata
Conceptual Data Models
Procedural DBA
Data Strategy Deliverables
36. Write everything down - Keep everything - Automate - Purpose (Why?) for each task - Don't panic - Business interest - Collaborate
Ten Functions of Data Management
Data Ops Mgt - Guiding Principles
Data Governance Deliverables (PPS IP SQV)
Data Lifecycle complete
37. Location REFERENCE data includes geopolitical data - countries - states - provinces - counties...Location MASTER data includes business party addresses - geographic positioning coordinates - etc.
Data Operations Mgt
Data Management Professionals role
Inmon DW Approach
Location master data
38. 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
Inmon DW Approach
Affiliation Relationship
Reference Data Metadata may include...
Components of Data Strategy (VCP GMO RIRS)
39. BTPD Business (Definitions - rules - data lineage - quality statements - report lists - etc.) - Targetd at Business - Technical and operational (Information about SYSTEMS. DBs - column names - files - etls - etc) - Targeted at IT Operations users' n
Kimball DW Approach
Document Mgt.Functions
Types of Metadata
Data Strategy
40. A high-level course of action to achieve data goals. Usually a data management program strategy.
Data Management Synonyms
Logical Data Model
Data Strategy
DOLAP
41. Business function of planning for - controlling - and delivering data and information assets. PDC-A
Ten Functions of Data Management
Data security guiding principles
Data Quality Management Functions
Data Management
42. Stored in multidimensional data store
MOLAP
Metadata Management Functions
Business Intelligence
Data Governance Deliverables (PPS IP SQV)
43. 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)
Data Quality tools
Data asset valuation
Taxonomies - 4 types
Document Mgt.Functions
44. TMAC Taxonomy - Metadata - Access - Quality
Content Mgt Functions
Detailed Data Design
Conceptual Data Models
Data Lifecycle complete
45. Representation of facts - as Text - Numbers - Graphics - Images - Sound - or Video.
Kimball key components
Data Integration Services
DMBOK Recurring Themes
Data
46. CRUD matrices that map data responsibilities across bus process - applications - roles - and organizations. - RACI matrix with clearn accountability and ownership.
Application DBA
Causes for Performance problems
MOLAP
Data Security in an outsourced wolrd
47. Customer - CRM Employee/workforce - HRM
Data Implementation
DMBOK Environmental Elements
Metadata for unstructured data types
Party master data
48. Centralized Data Warehouse designed to serve the BI needs of the entire organization. Adheres to the Enterprise Data Model (EDM).
Enterprise Data Warehouse
Data Governance (EAC DMA)
Guiding Principles of data management
Ten Functions of Data Management
49. SITNSH - Subject oriented - Integrated - Time-variant (snapshots of data) - Non-volatile (no updates) - Summarized and Detailed data - Historical
Knowledge
Data Security Management (PDE PP AAAA)
Inmon DW Approach
Inmon ODS - DW - DM distinction
50. SOA - ETL - Replication - Message Brokers
DMBOK Recurring Themes
Guiding Principles of data management
Data Access Services
Data Management Services(GAR MQD IP)