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In the tutorial, the speaker demonstrates how to reduce the file size of an Excel file from 16.4 MB to less than 50 KB. The key points include ensuring the file is in tabular format with no blank rows or columns. The process involves saving the CSV file as an Excel file by going to File, Save As, and changing the format to Excel. This resulted in a significant decrease in file size to 3.18 MB.