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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. 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 Lifecycle complete
Data governance like real Government
Product master data
Common Activity Groups for DM Functions (PDCO)
2. ETL Source to target mappings
Data Warehouse primary components
Content Management
Data Strategy
Data Integration Services
3. Data stored in Relational DB store
Strategic goals of data management
ROLAP
Master Data Management
Inmon ODS - DW - DM distinction
4. LEGISLATIVE branch - Policies and standards - JUDICIAL branch - Issue management - EXECUTIVE branch - administration - services - and compliance
Data Integration Services
DMBOK Recurring Themes
Data governance like real Government
Taxonomies - 4 types
5. DB implementation and change management - Test Data creation - Data migration/conversion programs - User training - Documentation
Ten Functions of Data Management
Document vs. Content
Data Implementation
Ontology
6. 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
Document Mgt.Functions
Data asset valuation
Knowledge management
Data Quality Dimensions
7. Representation of facts - as Text - Numbers - Graphics - Images - Sound - or Video.
Reference Data - Examples
Data Stewardship
Data
Ten Functions of Data Management
8. GADR PTO "Gatter Riptoe" - Goals/Principles - Activities - Deliverables - Roles - Practices - Technology - Org/Culture
Types of Data Management Organizations
Data Ops Mgt has 2 Subfunctions
Ten Functions of Data Management
DMBOK Environmental Elements
9. Often formed between vocabulary terms - either as a KIND-OF or a PART-OF relationship.
Data Security Management (PDE PP AAAA)
Examples of individual roles participating in Data Mgt
ROLAP
Hierarchical Relationships
10. Activities and Activity Groups
Knowledge
Data Management functions breakdown into
Data Management Professionals role
Data
11. 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.
Components of Data Strategy (VCP GMO RIRS)
Data Governance (EAC DMA)
Data Management Synonyms
Causes for Performance problems
12. 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 expectations
Data
Content Management
Regulatory Compliance examples
13. 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
Document Mgt.Functions
Types of Metadata
Conceptual Data Models
Common Activity Groups for DM Functions (PDCO)
14. ERP
Financial master data
Data Management Functions
Data Governance Deliverables (PPS IP SQV)
Data Access Services
15. Memory allocation - Locking/blocking - Failure to update Stats - Poor SQL - Insufficient Indexing - Application Activity - Increase in Number/Size of DBs - Db Volatility
Data Access Services
Content Mgt Functions
Strategic goals of data management
Causes for Performance problems
16. Planning - Development and Execution of - Policies and Procedures to provide proper - Authentication - Authorization - Access - and Auditing of - Information Assets.
Data Security Management (PDE PP AAAA)
AAAA
Document
Data Quality Dimensions
17. Responsible for development and support of procedural logic controlled and executed by the DBMS. Triggers - sprocs - functions.
Procedural DBA
Data Model/Design quality management
Data Management Professionals role
Non-strategic goals of data management
18. Security - DB Recovery and Retention - Access and Use of Externally Sourced Data - Sharingdata internally and externally - DW/BI policies
Knowledge
Data Management Synonyms
Common Activity Groups for DM Functions (PDCO)
Data Quality expectations
19. PIBRA Plan - Implement Doc/Record Mgt System - Backup - Retain - Audit
Data Lifecycle Simple
Data Stewards
Data Stewardship
Document Mgt.Functions
20. Document mgt- not concerned with insides of the file. - Content mgt - looks at inside of file and tries to identify the content.
Components of Data Strategy (VCP GMO RIRS)
Document
Document vs. Content
Data Quality Management lifecycle
21. 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?
Data Quality expectations
Data Implementation
To share consistent Reference and Master data - orgs need to understand...
Data security guiding principles
22. 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.
Document Mgt.Functions
Data security guiding principles
Regulatory Compliance examples
Non-strategic goals of data management
23. 1. Data Mgt Service orgs (EIM COE) 2. Data Governance Council 3. Data Stewardship Steering Committee 4. Data Stewardship Teams 5. Data Governance Office
Data Model/Design quality management
Business Intelligence
Causes for Performance problems
Types of Data Management Organizations
24. State names - codes - MedDRA code - WHO Drug Code
Reference Data - Examples
Product master data
Asset
Data Management Professionals role
25. 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
Asset
Data Quality Management lifecycle
Data Security in an outsourced wolrd
Data Management functions breakdown into
26. Data Strategy and Policies - Standards and Architecture - Regulatory Compliance - Issue management - PROJECTS - Valuation - Communication
Data governance programScope elements
Data Quality Dimensions
Party master data
Data Implementation
27. Information mgt - Enterprise Information mgt - Enterprise Data mgt - Data Resource mgt - Information Resource mgt - Information Asset mgt
Data Model/Design quality management
Reference Data Management
Data Management Synonyms
To share consistent Reference and Master data - orgs need to understand...
28. The Exercise of Authority and Control over the Management of Data Assets.
Affiliation Relationship
Ontology
Data Governance (EAC DMA)
Data Quality tools
29. RAS - ICIM - DR [Requirements - Architecture - Standards] - [Implement Managed Metadata Environment Capture Metadata - Integrate Metadata - Metrics on Metadata[ - [Deliver Metadata - Report on Metadata]
MOLAP
Physical Data Models
Metadata Management Functions
Data Operations Mgt
30. Policies - Standards - Procedures - Metrics - Business data Names - business Definitions - business Rules
Rules defined by Data Governance (PSP MBN DR )
Data Management functions breakdown into
Inmon ODS - DW - DM distinction
Metadata Architecture types
31. 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.
Affiliation Relationship
Information
Product master data
Metadata for unstructured data types
32. Business function of planning for - controlling - and delivering data and information assets. PDC-A
Data Governance Deliverables (PPS IP SQV)
Data Quality tools
Data Integration Services
Data Management
33. Process - Tools - and Techniques for Organizing - Categorizing and Structuring access to Information Content
Data Integration Services
Data Quality expectations
Data Governance Deliverables (PPS IP SQV)
Content Management
34. More detailed than Conceptual Data Model - adding: Normalization - Abstraction - Still technology independent.
Data Management Functions
Affiliation Relationship
Asset
Logical Data Model
35. Data about the business entities that provide context for busines stransactions. e.g. Parties - Products - Financial Structures - Locations
Master Data
Document
Affiliation Relationship
Semantic Modeling
36. PPTIER Profiling - Parsing/Standardization - Transformation - Identity Resolution and Mapping - Enhancement - Reporting
MOLAP
Data Quality tools
Non-strategic goals of data management
DM Function Context Diagram overview (DG - ISP - T - DCM)
37. SITNSH - Subject oriented - Integrated - Time-variant (snapshots of data) - Non-volatile (no updates) - Summarized and Detailed data - Historical
Data Development Activities (MDQI)
Master Data Management
Financial master data
Inmon DW Approach
38. 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
AAAA
Reference Data Metadata may include...
Kimball DW Approach
Application DBA
39. CRUD matrices that map data responsibilities across bus process - applications - roles - and organizations. - RACI matrix with clearn accountability and ownership.
Asset
Knowledge
Data Security Management (PDE PP AAAA)
Data Security in an outsourced wolrd
40. Data stored in combination of ROLAP and MOLAP
HOLAP
ROLAP
Data Operations Mgt
Data
41. A high-level course of action to achieve data goals. Usually a data management program strategy.
Data Warehouse primary components
Knowledge management
Data Management Synonyms
Data Strategy
42. TMAC Taxonomy - Metadata - Access - Quality
AAAA
Content Mgt Functions
Hierarchical Relationships
Data Integration Services
43. Knowledge modeling. Ontology is a semantic model that describes Knowledge.
Hierarchical Relationships
Data Model/Design quality management
Semantic Modeling
Data Quality Management lifecycle
44. 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
Goals of DMBOK
Inmon ODS - DW - DM distinction
Data Ops Mgt - Guiding Principles
DOLAP
45. 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)
Knowledge management
Taxonomies - 4 types
Data Security in an outsourced wolrd
Content Mgt Functions
46. Establishment and maintenance of Relationships between master data records.
Data
Data Strategy
Affiliation Relationship
HOLAP
47. Formal accountability for business responsibilities ensuring effective control and use of data assets.
Logical Data Model
Data Stewardship
Data Security Management (PDE PP AAAA)
Information
48. 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
Data Security in an outsourced wolrd
Document Mgt.Functions
Drivers for Reference and Master Data Management
Strategic goals of data management
49. DM Program Charter - SCOPE statement - Implementation Roadmap
Inmon ODS - DW - DM distinction
Goals of DMBOK
Data Strategy Deliverables
Common Activity Groups for DM Functions (PDCO)
50. Source Systems - Staging Area - Data Presentation Area/DW - Data Access Tools
Examples of individual roles participating in Data Mgt
Kimball key components
Causes for Performance problems
Guiding Principles of data management