Describe the role of machine learning in predictive analytics.
Machine learning plays a crucial role in predictive analytics by enabling systems to learn from historical data and make informed predictions about future outcomes. This process involves utilizing algorithms that identify patterns and relationships within data, allowing for enhanced decision-making in various fields, such as finance, healthcare, and marketing. As machine learning models evolve, they become increasingly accurate, providing businesses with deeper insights into trends and behaviors.