Machine Learning is the science (and art) of programming computers so they can learn from data. (Aurélien Géron) Variable Types Numeric Variables (float, string) Such as age, square meter, price, length, etc. Categorical Variables (nominal, ordinal) We can see it either ordered or unordered, such as survival, classes, gender Dependent variable (target…