Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Text Features

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Text Features

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Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial discusses text features used in information retrieval, focusing on term frequency and term frequency-inverse document frequency (TF-IDF). It explains how these features help in ranking documents based on word frequency and importance. The tutorial includes a practical demonstration using Python and pandas to visualize TF-IDF scores, highlighting their application in text mining and processing.

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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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