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In this tutorial, the speaker demonstrates how to replace a specific word with another word in all occurrences within a text file using a Python script. The tutorial provides the source code for a simple find and replace utility application, which requires no third-party libraries and only requires Python installed on the computer. The viewer is instructed to copy and paste the provided code into a new file named app.py to create the application.