Predictive analytics is a method that uses historical data, statistical algorithms, and machine learning to forecast future trends, behaviors, and events. Essential techniques include regression analysis for predicting continuous outcomes, classification for definite results, time series analysis for time-dependent data predictions, and machine learning for predictive modeling without explicit programming. These techniques enable businesses to anticipate future scenarios, enhancing decision-making and strategic planning.