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This video tutorial introduces the concept of log transformation in basic statistics, specifically for reshaping data to better fit the assumptions of linear regression. It is emphasized that transforming data to be more normal improves the performance of the regression algorithm. The video suggests watching previous tutorials in the series for a better understanding and encourages viewers to engage with the content by liking, commenting, and subscribing.