The main use of machine learning algorithms in modern applications is to analyze large datasets and make data-driven predictions or decisions. These algorithms can identify patterns, classify information, or optimize processes across various domains, including finance, healthcare, marketing, and autonomous systems. By leveraging machine learning, organizations can automate complex tasks, personalize user experiences, and improve operational efficiency. This transformative capability enables businesses to gain insights from data, leading to better outcomes and competitive advantage.