Which type of inferential and machine learning analysis is used to find groups of observations that are similar to each other?

IT Exam Items RepositoryCategory: Data Analytics EssentialsWhich type of inferential and machine learning analysis is used to find groups of observations that are similar to each other?

Which type of inferential and machine learning analysis is used to find groups of observations that are similar to each other?

  • regression
  • association
  • cluster
  • observation

Explanation: A number of types of inferential and machine learning analysis are very commonly used in Big Data analytics:

  • Cluster – Used to find groups of observations that are similar to each other.
  • Association – Used to find co-occurrences of values for different variables.
  • Regression - Used to quantify the relationship, if any, between the variations of one or more variables.

Related exam: Module 5.6.2 Quiz - Analyze the Data Using Statistics