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In this tutorial, the speaker demonstrates how to remove unwanted characters from text files using regular expressions. They were inspired to create this tutorial after not finding any helpful videos on YouTube. The process involves importing the 're' library, specifying the file path, opening the file, and using the 'sub' function to replace unwanted characters with desired ones. Using regular expressions allows for specific and efficient filtering of text.
