Preprocessing Text Data for Machine Learning

Machine Learning models cannot work directly with text data. you need to encode your text data in some numeric form.

Any text document is essentially just a sequence of words which you can tokenize into individual words, After transforming your document into a sequence or list of words, you can encode and represent each word in a numeric form using somekind of numeric encoding.