A datawarehouse is updated on a regular basis using _________a.Data Integrationb.data cleaningc.ETL Processd.Data Transformation
Question
A datawarehouse is updated on a regular basis using _________
a. Data Integration
b. data cleaning
c. ETL Process
d. Data Transformation
Solution
To correctly fill in the blank regarding how a data warehouse is regularly updated, let's explore the options provided:
-
Data Integration: This refers to the process of combining data from different sources into a unified view, but it does not specifically focus on the regular update mechanism of a data warehouse.
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Data Cleaning: This is the process of correcting or removing inaccurate, incomplete, or irrelevant data. While important, it does not represent the updating mechanism itself.
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ETL Process: This stands for Extract, Transform, Load. It is a comprehensive process that covers the extraction of data from sources, transforming it into a suitable format, and loading it into the data warehouse. This is indeed how a data warehouse is regularly updated.
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Data Transformation: This is a part of the ETL process focused on converting data into the appropriate format or structure but does not encompass the entire updating process.
Given this analysis, the correct answer is:
Final Answer
c. ETL Process
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