Feature Engineering What is the purpose of feature normalization?

a) Its a technique used to change the distribution of any feature into a normal distribution

b) Its a scaling technique used to bring all values into a consistent scale between 0 and 100

c) Its a scaling technique used to transform data to have a mean of 1 and a standard deviation of 0

d) Its a scaling technique used to bring all values into a consistent scale between 0 and 1