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Brandon welcomes viewers to his video on basic statistics, focusing on the log transformation to reshape data for linear regression. He emphasizes the importance of prior knowledge from the series and highlights the benefits of transforming data to a more normal distribution for better performance in linear regression. The video discusses right and left skewed data, emphasizing the goal of transforming data to meet assumptions of linear regression. Viewers are encouraged to watch previous videos and engage with the content.