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