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In today's tutorial, Derek demonstrates how to programmatically extract information from Excel sheets using Python. He shows how to pull data from a specific column in multiple Excel files within a directory. Derek provides an example with four Excel workbooks, each containing a column of valuable information. This method can be scaled to work with numerous Excel files.