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In this YouTube tutorial, Krishna discusses the basic difference between normalization and standardization, which are critical in feature scaling for feature engineering. He explains when to use these techniques and which algorithms they are best suited for, emphasizing that feature scaling is not required for every algorithm. Additionally, he demonstrates the coding process for performing normalization and standardization.