Data Vectorization is the process of translating real life information into mathematical representation. This translation makes it possible for machine to learn.
Vector Space Model
Bag of Words
Data Attribute Types
E.g. (blue, yellow, green), (republic, democratic)
E.g. (short, medium, tall), (average, good, excellent)