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In this tutorial, the speaker discusses how to clean text files by removing unwanted spaces, characters, symbols, and words using Python code. They demonstrate using the strip function to remove unwanted spaces from text strings, providing an example with the speaker's name. By using the strip function, users can easily clean their text files of unnecessary spaces.