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In this video tutorial, the host introduces an essential Excel function for financial analysts: the forecast function. The tutorial focuses on predicting future numbers, such as sales and expenses, using historical data. A sample dataset spanning the last 10 years of sales figures is provided to illustrate the process. The host demonstrates how to apply the forecast function in Excel to predict sales for the years 2022, 2023, and 2024 based on this historical data. Viewers learn to use the formula by typing "equal to forecast," which reveals multiple options based on the data model in use, such as linear or exponential models.