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| Section | Weight | Objectives |
|---|
| Data Architecture | 12% | - Enterprise data architecture - Data modeling and design - Architecture components and layers
|
| Data Management Concepts | 10% | - DAMA-DMBOK framework - Definitions and principles - Data management roles and responsibilities
|
| Data Governance | 15% | - Data stewardship - Compliance and ethics - Governance framework and policies
|
| Data Integration and Interoperability | 10% | - Integration patterns - ETL and ELT processes - Data exchange standards
|
| Data Quality | 12% | - Assessment and improvement - Quality dimensions - Data cleansing
|
| Reference and Master Data | 5% | - Definitions and purpose - Management processes
|
| Metadata Management | 8% | - Metadata repositories - Metadata lifecycle - Types of metadata
|
| Data Security | 10% | - Access control - Security principles - Privacy and protection
|
| Data Modeling and Design | 10% | - Conceptual, logical, physical models - Modeling standards and methods
|
| Data Storage and Operations | 8% | - Database operations - Data lifecycle management - Storage technologies
|
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DAMA Data Management Fundamentals Sample Questions (Q117-Q122):
NEW QUESTION # 117
No recorded negative ethical outcomes does not mean that the organization is processing data ethically.
Legislation cannot keep up with the evolution of the data environment so how do we stay compliant?
- A. Constant attention to ethical legislation and legal proceedings and international ethical bodies will enable the organization to recognize potential compliancy issues that can be addressed
- B. A healthy internal governance, risk and compliance function, including internal data audits will identify potential ethical issues
- C. The best way to keep up with the evolution is to survey communities, customers and employees and what they consider to be appropriate use of the information
- D. An active data quality and privacy assessment program can be used to detect ethical risks. Once identified, we can reduce the associated risks according to the organizations ethical values
- E. An organization must develop and sustain a culture of ethical data handling to detect potential ethical risks. On identifying ethical risks, the onus is on the organization to modifying the processing to achieve acceptable data handling
Answer: E
NEW QUESTION # 118
Change only requires change agents in special circumstances, especially when there is little to no adoption.
Answer: A
NEW QUESTION # 119
An advantage of a centralized repository include: Quick metadata retrieval, since the repository and the query reside together.
Answer: B
NEW QUESTION # 120
Practitioners identify development of staff capability to be a primary concern of Data Governance. Why would this be a main concern?
- A. Because it is important to train staff to ensure application of appropriate methods
- B. Because it is important to have senior people, in order to dictate that the policy will be followed
- C. Because organizations expect quick results
- D. Because it is a recognized benchmark standard
- E. Because we need to develop the next generation of Chief Data Officers
Answer: A
NEW QUESTION # 121
In Resource Description Framework (RDF) terminology, a triple store is composed of a subject that denotes a resource, the predicate that expresses a relationship between the subject and the object, and the object itself.
Answer: B
NEW QUESTION # 122
......
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