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In this video on quantitative sales forecasting, we explore time series analysis for sales predictions. The process starts with calculating a three-point moving average, followed by using a line of best fit for extrapolation to generate forecasts. Finally, we apply the average variation approach to adjust and finalize the sales forecast. Sales forecasting is essential for predicting future sales using statistical methods, which helps ensure sufficient cash flow and informs operational decisions. This includes optimizing staff levels and planning marketing strategies to align with sales targets.