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Converting Texts to Numeric Form with TfidfVectorizer: A Step-by-Step Guide

How to calculate Tfidf values manually and using sklearn

Rashida Nasrin Sucky
Towards Data Science
6 min readOct 25, 2023

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TFIDF is a method to convert texts to numeric form for machine learning or AI models. In other words, TFIDF is a method to extract features from texts. This is a more sophisticated method than the CountVectorizer() method I discussed in my

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