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In this tutorial for finance professionals and aspiring financial analysts, the focus is on creating forecasts and budgets using historical data. The presenter introduces a feature in Excel that simplifies the forecasting process, specifically demonstrating how to calculate a sales forecast for Home Depot. The dataset comprises Home Depot's quarterly sales from 2012 to 2021, ending fiscal year on January 31st. The tutorial emphasizes the importance of visualizing data by plotting it on a line chart for better analysis before proceeding with the forecast for the upcoming quarters. The presenter encourages viewers to follow along to enhance their forecasting skills.