What are categorical data and how do you handle them? Given the data for heights: (Tall, Medium, Short). Use one-hot encoding to encode data to numerical data. Consider the data X= [14,23,37, 17, 53,38, 24, 41, 20, 15]. Perform i) scaling and ii) standard normalization on the data.