Machine learning is 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 techniques Artificial intelligence with machine learning analyze vast information of data, identifying patterns and relationships. This learned knowledge p