Question 24
Which options are correct for large datasets that don’t fit into the system’s main memory?
No data preprocessing can be performed.
One hot encoding can not be applied directly or by iteratively learning one hot encoder’s parameters and then applying one hot encoding in batches.
Standard scaling parameters can be learnt iteratively then standard scaling can be applied in batches.
One hot encoding and standard scaling can be applied directly or iteratively.