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In this video tutorial, the speaker introduces the concepts of bins and calculated fields in Tableau. Bins are groupings or ranges of numerical values used for data analysis. The tutorial demonstrates how to create bins for numerical variables such as year, sales data, or ranking data. By creating bins, users can group and analyze data within specified ranges. The process is simple and involves selecting the variable, accessing the dropdown menu, and choosing the create option.