Machine Learning Predictive Models are advanced artificial intelligence algorithms that use past data to make informed predictions and provide insight into future outcomes. These models leverage high-level mathematical and statistical principles, such as regression and optimization, to analyze large amounts of data and uncover patterns that may not be otherwise visible. Predictions help businesses make better decisions and stay ahead of the competition. By taking advantage of Machine Learning Predictive Models, businesses can gain an edge in their decision making and increase their success rate.