Discover why Data Governance is the key capability in the Big Data Framework for ensuring regulatory compliance and maintaining data security. Learn how it supports data integrity, privacy, and compliance efforts.
Question
Which capability of the Big Data Framework is focused on ensuring regulatory compliance and maintaining data security?
A. Data Governance
B. Data Science
C. Data Analytics
D. Big Data Infrastructure
Answer
A. Data Governance
Explanation
In the context of the APMG International Certified Enterprise Big Data Professional (EBDP) certification, Data Governance is the capability within the Big Data Framework that focuses on ensuring regulatory compliance and maintaining data security. Here’s why:
Key Functions of Data Governance
Regulatory Compliance
Data governance frameworks establish policies and procedures to ensure adherence to legal and regulatory requirements such as GDPR, HIPAA, or industry-specific standards. This reduces risks of non-compliance penalties.
Data Security
It includes implementing robust security measures such as encryption, access controls, and intrusion detection systems to protect sensitive information from breaches or unauthorized access.
Data Integrity and Quality
By defining roles (e.g., data stewards, owners) and processes, data governance ensures data accuracy, consistency, and reliability across systems.
Lifecycle Management
It governs how data is classified, stored, accessed, retained, and disposed of securely throughout its lifecycle.
Risk Mitigation
Effective governance minimizes vulnerabilities by proactively identifying compliance gaps through regular audits and assessments.
Why Not Other Options?
B. Data Science: Focuses on extracting insights from data using statistical methods but does not address compliance or security directly.
C. Data Analytics: Involves interpreting data for decision-making but lacks a focus on governance or regulatory adherence.
D. Big Data Infrastructure: Deals with the technical setup for storing and processing large datasets but does not inherently ensure compliance or security.
By implementing a robust Data Governance framework, organizations can achieve a balance between leveraging big data for innovation while safeguarding it against risks and ensuring compliance with evolving regulations.
APMG International Certified Enterprise Big Data Professional (EBDP) certification exam assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the APMG International Certified Enterprise Big Data Professional (EBDP) exam and earn APMG International Certified Enterprise Big Data Professional (EBDP) certification.