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.

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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.