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Some commenrs from my side -

  • In the lab's notebook, i used my_encoder for one hot encoding for categorical variables, Although in context of this lab, we don't need any other variables expcept age, but still i am keeping the code for one hot encoding in case you might need the technique somewhere else. ITS NOT REQUIRED FOR ONE HOT ENCODING IN THIS LAB.