Machine learning is a fundamental role in empowering AI systems by enabling them to learn from data and make intelligent decisions. Through algorithms and statistical models, machine learning techniques analyze vast datasets of data, identifying patterns and correlations. This learned knowledge permits AI systems to perform tasks such as classific