Machine learning has a profound impact on predictive analytics by enhancing the accuracy and efficiency of data interpretation. Through the analysis of large datasets, machine learning algorithms can identify patterns and trends that may go unnoticed with traditional approaches. This capability allows businesses to make data-driven decisions, forecast outcomes, and tailor their strategies accordingly. Moreover, machine learning can continuously improve over time, refining its predictive capabilities as more data becomes available, resulting in more accurate predictions and improved business operations.