What Is Predictive Analytics?
Predictive analytics is a subset of advanced analytics that uses historical data, statistical modeling, data mining, and machine learning to generate predictions about future outcomes. Companies use predictive analytics to detect risks and opportunities to find patterns in this data. This enables companies and investors to change where they allocate their resources to profit from potential future occurrences. Additionally, operational savings and risk reduction can be increased through predictive analysis. Weather Forecasts All economies are based on agriculture. To meet the needs, agriculture needs to improve in a country like India where the population is growing and there is a constant demand for food. We will use machine learning algorithms such as linear regression and decision trees to forecast weather. Banking Analytics The world of banking as we know it is changing drastically, as is the entire financial system. The hyperintelligent, AI-driven businesses that can deliver indiv...