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In this YouTube tutorial, the presenter demonstrates how to clean data in Tableau Prep efficiently. By following the steps provided, users can save a significant amount of time compared to cleaning data in Microsoft Excel. The presenter emphasizes subscribing and enabling notifications for new videos. In Tableau Prep, the presenter starts by bringing in the data set and selecting the relevant fields, focusing on the NBA sheet. The "clean step" button is then used to begin the data cleaning process. The tutorial also mentions a specific data set available in the video description for viewers to follow along.