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In this video tutorial, the speaker demonstrates how to use pandas to merge multiple CSV files. They show how to combine historical price data for Tesla from various files into one master file. The process involves importing necessary modules, creating an empty dataframe object as a container for records, and iterating through files in the working directory to merge them using pandas. This allows for easy consolidation of data into a single file for analysis.