Discover the three main processes of Big Data and learn why Data Visualization is not considered one of them in the context of the APMG International Certified Enterprise Big Data Professional (EBDP) certification exam.
Table of Contents
Question
Which of the following is NOT one of the three main Big Data processes?
A. Data Governance
B. Data Processing
C. Data Management
D. Data Visualization
Answer
D. Data Visualization
Explanation
To understand why Data Visualization is not considered one of the main processes, we need to clarify the roles of each option:
Data Governance
This refers to the overall management of data availability, usability, integrity, and security within an organization. It encompasses policies and procedures to ensure that data is handled properly throughout its lifecycle.
Data Processing
This involves the manipulation and transformation of raw data into a format that can be analyzed. It includes steps like data extraction, transformation, and loading (ETL), as well as applying analytical techniques to derive insights from the data.
Data Management
This encompasses a broader set of practices that include storing, organizing, and maintaining data effectively. It ensures that data is accessible and reliable for users within an organization.
Data Visualization
While critically important for interpreting and presenting data insights in an understandable way, Data Visualization is primarily a technique or tool used after data has been processed. It does not constitute a core process in the management or processing of Big Data itself.
In summary, Data Governance, Data Processing, and Data Management are foundational processes essential for handling Big Data effectively. In contrast, Data Visualization serves as a supportive function that aids in understanding the results derived from these processes but does not fit into the primary categories of Big Data operations. Therefore, in the context of the APMG International Certified Enterprise Big Data Professional (EBDP) certification exam, the answer to which option is NOT one of the three main Big Data processes is indeed D. Data Visualization.
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.