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In this video, the speaker demonstrates how to remove numbers from text in Google Sheets by using the REGEXREPLACE function with a regular expression pattern. By pointing to the initial text and specifying the regular expression for numbers (/d), the speaker shows how to replace numbers with nothing, resulting in only the remaining characters. This technique can also be used to remove text but keep numbers by adjusting the regular expression pattern.