What is the simple meaning of machine learning?

Correct answer: Learning patterns from data and producing results or predictions for new data

Machine learning enables a computer system to learn patterns or relationships from example data and use them to produce outputs or predictions for new data. Therefore, option A is correct. Option D describes manually programmed, rule-based software rather than the central idea of machine learning.