In this video, I have explained the concept of R squared in great detail. I've also discussed why we need adjusted R squared.
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https://towardsdatascience.com/wth-are-r-squared-and-adjusted-r-squared-7b816eef90d9
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R squared and Adjusted R squared Explained | NatokHD