Predictive Machine Learning Models are computer-driven models that use data, algorithms, and statistical methods to analyze current conditions and predict future scenarios. These models allow businesses to understand the probability of certain outcomes and take informed decisions for their operations, leading to enhanced efficiency and effectiveness. Predictive Machine Learning Models are becoming increasingly popular due to their ability to process large volumes of data quickly and accurately. By leveraging automated processes and advanced analytics, such models can quickly identify patterns and draw meaningful insights from them, enabling businesses to make decisions backed by strong evidence.