Why is statistics considered a fundamental element of AI and Machine Learning?

Reviewed by Jason Burns, Editorial Steward · Last updated

Statistics is fundamental to AI and machine learning because these systems learn from samples of data and make probabilistic predictions; concepts like distributions, estimation, hypothesis testing, and uncertainty quantification underlie both model design and evaluation.