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Data Management Fundamentals Questions 141–145 (page: 30)

Updated On: 10-Feb-2026

The management of a standard list of values, but failing to apply the classifications to actual data is:

  1. Good metadata data management, but poor data security management
  2. Good metadata data management, but poor reference data management
  3. Good reference data management, but poor metadata management
  4. Good data modelling, but poor data architecture
  5. Good operations management, but poor data security management

Answer(s): B

Explanation:

The management of a standard list of values, but failing to apply the classifications to actual data, indicates good metadata data management (the standard list is part of the metadata) but poor reference data management (because the reference data is not being applied correctly to the actual data). Effective reference data management requires that the correct classifications are consistently applied to ensure data quality and consistency.



A data lake and a data warehouse are the same concepts in so far as:

  1. They are both concerned with using different forms of data governance
  2. They are both concerned with producing star schemas and dimensional data models
  3. They are both concerned with duplicating all the operational data
  4. They are both concerned with preparing data for reporting and analytics
  5. They are not related in any way

Answer(s): D

Explanation:

Both a data lake and a data warehouse are concerned with preparing data for reporting and analytics, although they differ in the types of data they store and how they handle it. A data warehouse typically stores structured data and is optimized for querying and reporting, while a data lake stores raw, unstructured, or semi- structured data that can be processed later. However, both are designed to support analytics and decision- making processes within an organization.



The process of translating plain text into complex codes to hide privileged information is:

  1. Encapsulation
  2. Encryption
  3. Exaggeration
  4. Elimination
  5. Enhancement

Answer(s): B

Explanation:

Encryption is the process of translating plain text into complex codes (ciphertext) to protect sensitive information. This ensures that the data is secure and can only be accessed or decrypted by authorized parties who have the appropriate decryption key.



HTTPS:// indicates that the website is:

  1. Equipped with a content management system
  2. Equipped with 3rd party cookies
  3. Equipped with a foreign language translator
  4. Equipped with a security layer
  5. Equipped with an underlying database

Answer(s): D

Explanation:

HTTPS:// indicates that the website is equipped with a security layer, specifically SSL/TLS encryption. This protocol ensures that data transmitted between the user's browser and the website is secure and protected from eavesdropping or tampering. It is used to safeguard sensitive information such as login credentials, credit card numbers, and other private data.



Obfuscation of data is to:

  1. Use synonyms for the same term
  2. Put it in different databases
  3. Collect data from obscure sources
  4. Make it obscure or unclear
  5. Make the result clear

Answer(s): D

Explanation:

Obfuscation of data refers to the practice of making the data obscure or unclear, typically to protect sensitive information. This can involve techniques like masking, scrambling, or encrypting data so that it is unreadable or unrecognizable to unauthorized users, while still retaining its utility in certain contexts, such as testing or analysis.



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