The significance of machine learning in predictive analytics lies in its ability to analyze vast amounts of data and identify patterns that enable forecasting trends and behaviors. By utilizing algorithms, organizations can make informed decisions based on historical data and predict future outcomes, such as sales trends or customer preferences. This results in better planning, optimized operations, and enhanced customer targeting. With its continuous learning capabilities, machine learning enhances the accuracy of predictions over time, transforming how businesses leverage data for strategic success.