Recommender Systems with Machine Learning - tf-idf (Term Frequency-Inverse Document Frequency) Implementation

Recommender Systems with Machine Learning - tf-idf (Term Frequency-Inverse Document Frequency) Implementation

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Interactive Video

Information Technology (IT), Architecture, Mathematics

University

Hard

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The video tutorial covers the use of the TF-IDF vectorizer in SQL, demonstrating how to import and apply it to a dataset. It includes replacing specific terms in the data, creating a TF-IDF vector and matrix, and applying the vector to a specific column. The tutorial concludes with printing and analyzing the results, including the matrix shape and feature names.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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