What is the process of discovering patterns in large data sets called?Select one:a.Data analysisb.Data visualizationc.Data miningd.Data collection
Question
What is the process of discovering patterns in large data sets called?
Select one:
- a. Data analysis
- b. Data visualization
- c. Data mining
- d. Data collection
Solution
The process of discovering patterns in large data sets is commonly referred to as data mining. Below is an explanation of the options provided:
-
Data Analysis: This is a broader term that encompasses the process of inspecting, cleansing, transforming, and modeling data. While it does include discovering patterns, it is not exclusively focused on that aspect.
-
Data Visualization: This involves representing data in graphical formats to make it easier to understand and analyze. Although useful for spotting patterns, it is not the primary method for discovering them.
-
Data Mining: This is the correct answer. Data mining specifically refers to the process of analyzing large sets of data to identify patterns, correlations, and trends. Techniques such as machine learning, statistics, and database systems are often employed in this process to turn raw data into useful insights.
-
Data Collection: This is the process of gathering data from various sources, which is a preliminary step before analysis. It does not involve the discovery of patterns.
Final Answer
The correct answer is c. Data mining.
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