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| Section | Weight | Objectives |
|---|
| Data Management Concepts | 10% | - Data management roles and responsibilities - Definitions and principles - DAMA-DMBOK framework
|
| Data Quality | 12% | - Data cleansing - Quality dimensions - Assessment and improvement
|
| Data Integration and Interoperability | 10% | - Integration patterns - ETL and ELT processes - Data exchange standards
|
| Data Governance | 15% | - Data stewardship - Compliance and ethics - Governance framework and policies
|
| Data Storage and Operations | 8% | - Data lifecycle management - Storage technologies - Database operations
|
| Data Security | 10% | - Access control - Privacy and protection - Security principles
|
| Metadata Management | 8% | - Metadata repositories - Metadata lifecycle - Types of metadata
|
| Data Modeling and Design | 10% | - Conceptual, logical, physical models - Modeling standards and methods
|
| Reference and Master Data | 5% | - Definitions and purpose - Management processes
|
| Data Architecture | 12% | - Data modeling and design - Enterprise data architecture - Architecture components and layers
|
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DAMA Data Management Fundamentals Sample Questions (Q209-Q214):
NEW QUESTION # 209
Enterprise Architecture domains include:
- A. Data Architecture
- B. Technology Architecture
- C. Systems Architecture
- D. Business Architecture
- E. Data Management Architecture
- F. Application Architecture
Answer: A,B,D,F
NEW QUESTION # 210
In the Data Warehousing and Business Intelligence Context Diagram, a primary deliverable is the DW and BI Architecture.
Answer: B
NEW QUESTION # 211
The process of translating plain text into complex codes to hide privileged information is:
- A. Elimination
- B. Enhancement
- C. Encapsulation
- D. Exaggeration
- E. Encryption
Answer: E
Explanation:
The correct answer is B. Encryption is the process of converting readable plain text into encoded or ciphered form so that unauthorized parties cannot understand the protected information. DAMA describes encryption as translating plain text into complex codes to hide privileged information and also notes its use in supporting secure transmission and identity verification. Encrypted information normally requires an appropriate key or algorithm to recover the original readable value. Elimination means removing information, not protecting it through transformation. Encapsulation concerns packaging data or functionality and does not inherently conceal sensitive content. Enhancement improves or augments data, while exaggeration has no defined security function. Because the objective is specifically to transform plain text into unreadable coded information while preserving the ability of authorized parties to recover it, encryption is the precise Data Security mechanism.
NEW QUESTION # 212
Input in the Big Data and data science context diagram include:
- A. Database standards
- B. Business strategy & goals
- C. Data sources
- D. IT standards
Answer: B,C,D
NEW QUESTION # 213
When reviewing data access plans, sequential searching is slowing the database. One way to fix this is:
- A. Moving the database to the cloud
- B. Reducing the number of database users
- C. Converting it to an in-memory database
- D. Creating new indexes
- E. Adding more memory
Answer: D
NEW QUESTION # 214
......
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