Forecasting involves predicting future outcomes or trends based on historical data and patterns. By analysing past data and applying statistical techniques, businesses can make informed forecasts for sales, demand, market trends, and resource allocation. Accurate forecasting helps organisations optimise operations, plan strategies, and make data-driven decisions.
Data Preprocessing involves preparing and cleaning raw data before analysis. By removing noise, selecting relevant features, and addressing missing values, businesses can ensure data…