Which of the following best defines Machine Learning?

Options

  • A. A technique in which computers learn patterns from data and improve their performance without being explicitly programmed for every task
  • B. A method used only for designing computer hardware
  • C. A programming language used to create artificial intelligence programs
  • D. A technique used only for storing large amounts of data
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. A technique in which computers learn patterns from data and improve their performance without being explicitly programmed for every task

Detailed Explanation

Machine Learning (ML) is a branch of Artificial Intelligence in which a computer system learns patterns or relationships from data and uses that knowledge to make predictions or decisions. Unlike traditional programming, explicit rules for every possible situation do not have to be provided.