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In this tutorial aimed at finance professionals and aspiring financial analysts, the focus is on creating forecasts and budgets based on historical data. The video demonstrates a feature in Excel that simplifies the forecasting process. The presenter will calculate a sales forecast for Home Depot using its quarterly sales data from 2012 to 2021, noting that the fiscal year ends on January 31st. To begin, the presenter emphasizes the importance of visualizing the data through a line chart for better understanding before proceeding with the sales forecast for upcoming quarters. The data set includes quarter numbers to assist with analysis.