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In this 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, saving the CSV file as an Excel file to reduce its size significantly. They emphasize the importance of converting files to different formats to achieve file size reduction.