Data Science, Machine Learning.
situation you’d have dozens or hundreds of company names with the token “com” or “labs” so you’d see a substantial difference between “Medium” and “com” within the name Medium.com. Cosine Similarity The next step after calculating the TF-IDF matrix for both sides (both lists A and B of companies)