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This video tutorial on spreadsheet geek covers normalizing and standardizing data in Excel. Normalization involves scaling numerical values to a specified range, typically zero to one, using manual formula entry. In contrast, standardization involves transforming data to have a mean of zero and standard deviation of one. It's important to distinguish between the two operations and understand how to perform them in Excel to effectively analyze and interpret data.