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Mark Davis from Optimum Technology Transfer introduces the use of the replace function in Excel in this video tutorial. He highlights the importance of text functions for cleaning and organizing data. Davis demonstrates how to standardize order IDs by replacing varying four-character strings. Excel's replace function helps streamline data processing and improve data consistency.