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In this YouTube video tutorial, Krishna introduces the basic difference between normalization and standardization, emphasizing their importance in feature scaling for feature engineering. He discusses when and why to use these techniques, and explains that feature scaling is not necessary for every algorithm. Krishna also demonstrates coding examples for performing normalization and standardization.