Reducing a data set's volume can be a portion of which data preprocessing step?
A) Data Consolidation
B) Data Cleaning
C) Data Transformation
D) Data Reduction

Question

Quizplus · Accepted Answer

Data reduction is a process in data preprocessing that aims to reduce the volume of the data set, making it more manageable for analysis without significantly losing important information. This can involve techniques such as dimensionality reduction, data compression, and numerical reduction strategies.

Reducing a Data Set's Volume Can Be a Portion of Which