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