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Test your basic knowledge |
DMBOK
Start Test
Study First
Subjects
:
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
.
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. 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 Management Functions
Rules defined by Data Governance (PSP MBN DR )
Data Quality Dimensions
Regulatory Compliance examples
2. Knowledge modeling. Ontology is a semantic model that describes Knowledge.
AAAA
Document vs. Content
Semantic Modeling
Data Management Services(GAR MQD IP)
3. 1. Data and info are valuable enterprise ASSETs 2. Manage data/info carefully - like any other asset - by ensuring Quality - Security - Integrity - Protection - Availability - Understanding - and Effective Use. 3. Share responsibility between busines
Data Governance (EAC DMA)
Guiding Principles of data management
Data Security Management (PDE PP AAAA)
Data Integration Services
4. SIC - Storage - Inventory - and Control of EPD - Electronic and Paper Documents.
HOLAP
Data Quality Management Functions
Reference Data Management
Document Management
5. Technology specific - denormalized for performance - Surrogate keys - Indexing - Views -
Data Management
Data Governance (EAC DMA)
Document vs. Content
Physical Data Models
6. LEGISLATIVE branch - Policies and standards - JUDICIAL branch - Issue management - EXECUTIVE branch - administration - services - and compliance
Metadata Architecture types
Data Quality Management lifecycle
Data governance like real Government
Data Quality Management Functions
7. TMAC Taxonomy - Metadata - Access - Quality
Content Mgt Functions
Regulatory Compliance examples
Causes for Performance problems
Conceptual Data Models
8. 1. Integrated Decision Support Database 2. All the software used to collect - cleanse - transform - store data
Data Warehouse primary components
Examples of individual roles participating in Data Mgt
Knowledge
Data Security in an outsourced wolrd
9. FDPPOS - Functions - Definitions - Principles - Practices - Organization - Scope
Affiliation Relationship
Goals of DMBOK
Product master data
Document
10. 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
Business Intelligence
Types of Metadata
Taxonomies - 4 types
Document
11. Data stored in Relational DB store
Business Intelligence
Ontology
ROLAP
Drivers for Reference and Master Data Management
12. 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
ROLAP
Common Activity Groups for DM Functions (PDCO)
Data Governance (EAC DMA)
13. Formal accountability for business responsibilities ensuring effective control and use of data assets.
DOLAP
Physical Data Models
Document
Data Stewardship
14. Data Architect - Business Process Analyst- Chief Knowledge Officer (CKO) - IT Auditor - Government and Regulatory Bodies
Examples of individual roles participating in Data Mgt
Data Integration Services
Document vs. Content
Data Lifecycle complete
15. Discipline that fosters organizational learning and the management of intellectual capital.
Data Governance (EAC DMA)
Knowledge management
Data Ops Mgt has 2 Subfunctions
Inmon DW Approach
16. 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)
DMBOK Environmental Elements
Causes for Performance problems
Master Data
17. Responsible for development and support of procedural logic controlled and executed by the DBMS. Triggers - sprocs - functions.
Data Stewards
Data Management Services(GAR MQD IP)
Procedural DBA
The PE - PPP - ACPDEV - DIA Data Management Acronym
18. Data specifically constructed for query and analysis
Rules defined by Data Governance (PSP MBN DR )
Data Management Professionals role
Kimball DW Approach
Data Quality Management lifecycle
19. Data in context. Business meaning - Format of data presentation - Timeframe - Relevance of data for a given usage.
Goals of DMBOK
Taxonomies - 4 types
Data Implementation
Information
20. 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
Drivers for Reference and Master Data Management
Data Management Synonyms
DM Function Context Diagram overview (DG - ISP - T - DCM)
Inmon DW Approach
21. More detailed than Conceptual Data Model - adding: Normalization - Abstraction - Still technology independent.
Logical Data Model
Examples of individual roles participating in Data Mgt
Data asset valuation
Detailed Data Design
22. Virtual OLAP cube available as proprietary function of a classic relational database
DOLAP
Reference Data - Examples
Data Management Professionals role
Data Ops Mgt has 2 Subfunctions
23. Type of model that represents a set of concepts and their relationships within a domain.
Ontology
Document Mgt.Functions
Data Access Services
Reference Data Management
24. 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.
Kimball DW Approach
Data Policies
Examples of individual roles participating in Data Mgt
Non-strategic goals of data management
25. Improve data Quality and Integration... Provide onsolidated 360 degree view of information about important business entities (Party - Product - Location - Financial Structure).
Goals of DMBOK
Kimball key components
Drivers for Reference and Master Data Management
Reference Data Metadata may include...
26. Location REFERENCE data includes geopolitical data - countries - states - provinces - counties...Location MASTER data includes business party addresses - geographic positioning coordinates - etc.
Types of Data Management Organizations
Location master data
Reference and Master Data Management
Metadata Management Functions
27. Activities and Activity Groups
Data Management functions breakdown into
Data Quality tools
Inmon ODS - DW - DM distinction
Strategic goals of data management
28. SITNSH - Subject oriented - Integrated - Time-variant (snapshots of data) - Non-volatile (no updates) - Summarized and Detailed data - Historical
Data Access Services
Data Development Activities (MDQI)
Inmon DW Approach
Guiding Principles of data management
29. 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
Document
Data security guiding principles
30. Security - DB Recovery and Retention - Access and Use of Externally Sourced Data - Sharingdata internally and externally - DW/BI policies
Data Implementation
Metadata for unstructured data types
Data security guiding principles
Data Quality expectations
31. G ADO SQ RIDM - Governance - Architecture - Development - Operations - Security - Quality - Reference/Master Data Mgt - DW/Business Intelligence - Document and Content Management - Metadata Management.
Data Policies
Data Integration Services
Data governance programScope elements
Data Management Functions
32. Often formed between vocabulary terms - either as a KIND-OF or a PART-OF relationship.
Information
Data Stewards
Hierarchical Relationships
ROLAP
33. Write everything down - Keep everything - Automate - Purpose (Why?) for each task - Don't panic - Business interest - Collaborate
Examples of individual roles participating in Data Mgt
Data Stewards
Semantic Modeling
Data Ops Mgt - Guiding Principles
34. DMS - Development - Maintenance - Support of structured data
Causes for Performance problems
Data Integration Services
Data Operations Mgt
To share consistent Reference and Master data - orgs need to understand...
35. Appointed trustees for data assets
Data Quality Management Functions
Data Stewards
Party master data
Data Management functions breakdown into
36. A high-level course of action to achieve data goals. Usually a data management program strategy.
Business Intelligence
Data Strategy
Party master data
Financial master data
37. 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)
Taxonomies - 4 types
Semantic Modeling
Data Management Professionals role
Data Management Synonyms
38. 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...
Examples of individual roles participating in Data Mgt
Data governance like real Government
Knowledge management
39. 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
Rules defined by Data Governance (PSP MBN DR )
Metadata Architecture types
Data Management functions breakdown into
DOLAP
40. Policies - Standards - Procedures - Metrics - Business data Names - business Definitions - business Rules
Data Warehouse primary components
Location master data
Data security guiding principles
Rules defined by Data Governance (PSP MBN DR )
41. Policies - Procedures - Standards - Issues - Projects - Services - Quality Data and Info - Recognized Data Value
Data Governance Deliverables (PPS IP SQV)
Metadata for unstructured data types
Ten Functions of Data Management
Goals of DMBOK
42. State names - codes - MedDRA code - WHO Drug Code
Knowledge management
Types of Data Management Organizations
Reference Data - Examples
Data
43. Representation of facts - as Text - Numbers - Graphics - Images - Sound - or Video.
Data
To share consistent Reference and Master data - orgs need to understand...
AAAA
DMBOK Environmental Elements
44. PIBRA Plan - Implement Doc/Record Mgt System - Backup - Retain - Audit
Financial master data
DM Function Context Diagram overview (DG - ISP - T - DCM)
Document Mgt.Functions
Content Mgt Functions
45. 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 Integration Services
Kimball DW Approach
Master Data Management
Knowledge management
46. Database Support and Data Technology Management
Data Ops Mgt has 2 Subfunctions
Data Development Activities (MDQI)
Data Strategy Deliverables
Data governance programScope elements
47. Data about the business entities that provide context for busines stransactions. e.g. Parties - Products - Financial Structures - Locations
Master Data
Data Governance Deliverables (PPS IP SQV)
Data Strategy
Metadata for unstructured data types
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
Regulatory Compliance examples
Types of Data Management Organizations
DMBOK Recurring Themes
Semantic Modeling
49. DM Program Charter - SCOPE statement - Implementation Roadmap
Data security guiding principles
Data Governance (EAC DMA)
Data Strategy Deliverables
Financial master data
50. Process - Tools - and Techniques for Organizing - Categorizing and Structuring access to Information Content
Knowledge
Product master data
Data Management Services(GAR MQD IP)
Content Management