What is Text Vectorization?

In natural language processing (NLP), computers need a way to understand and work with text data, but computers don't 'understand' language the way humans do.

To make text understandable to a machine, we must transform it into a numerical format. This process is called vectorization. Without vectorization, machine learning models cannot process raw text inputs directly.