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In this Power Query lesson, the tutorial focuses on combining first names and last names in Excel without using a formula. Instead of manually inserting a column and using a formula like CONCATENATE or referencing cells, the process involves using Power Query. First, the user places the cursor within the data and navigates to the Data tab. They then look for the "Get and Transform Data" section and click on "From Table." A dialog box appears, prompting the user to convert their data into a table, ensuring the "My table has headers" option is checked if applicable. This method streamlines the process of merging names in Excel.