Data ___ is the discovery of new patterns or relationships between data.AvalidationBredundancyCminingDwarehousing
Question
Data ___ is the discovery of new patterns or relationships between data.
A. validation
B. redundancy
C. mining
D. warehousing
Solution
The correct answer to the question is C: mining.
Explanation:
Data mining refers to the process of discovering patterns, correlations, and useful information from large sets of data. It employs techniques such as statistical analysis, artificial intelligence, and machine learning to analyze and interpret large amounts of data.
In contrast:
- A: validation generally refers to the process of ensuring accuracy and consistency in data.
- B: redundancy refers to unnecessary duplication of data.
- D: warehousing involves the storage and management of data for analysis but does not imply the discovery of patterns.
Thus, data mining is the term that best fits the definition provided in the question.
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