Which of the following best describes the data reduction approach to data analytics?
A) An attempt to characterize the typical behavior of an individual, group or population by generating summary statistics about the data.
B) An attempt to predict a relationship between two data items.
C) An attempt to reduce the amount of information that needs to be considered to focus on the most critical items.
D) An attempt to discover associations between individuals based on transactions involving them.

Question

Quizplus · Accepted Answer

The data reduction approach involves reducing the amount of information to focus on the most critical items. This can be done through techniques like filtering or clustering, which help identify patterns and simplify complex data sets. This approach is often used in big data analytics to help make sense of massive data sets and draw insights that can inform decision-making.

Which of the Following Best Describes the Data Reduction Approach