I have a doubt regarding the 'column_transformer'

[Chaitanyak-06]

At 8:26:16,

You have fit the column transformer for X_train data. Why didn't you fit it for X_test data??

Also, I am not exactly understanding exact benefit of setting the seed (i.e tf.random.set_seed(42)).