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In this video tutorial, the presenter demonstrates how to prepare and save features in a CSV file using Python. They import libraries such as numpy and pandas to handle data manipulation. The process involves converting strings to integers for preprocessing and creating variables like video name, frame number, and category. By saving data in a structured format, it reduces the need for extensive preprocessing later on.