Tf-Idf and Cosine similarity

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A clear and illustration example of the term frequency-inverse document frequency measure to determine the importance of words within a collection of documents. Taking this one step further Jana Vembunarayanan, the blogs author, uses cosine similarity to link a search query to return the most relevant documents.

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