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This video tutorial is part of a series on basic statistics and introduces the log transformation method to reshape data for linear regression. Understanding transformations is important for linear regression to work optimally. The goal of transformations is to make the data more normal, as the linear regression algorithm performs better with normal data. The tutorial advises reviewing prior videos before watching this one and encourages engagement by liking, commenting, and subscribing.