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Can you explain how you would design a simple text classification system using Natural Language Processing techniques?

To design a simple text classification system, I would start by collecting a labeled dataset where each text is associated with a class. Then, I would preprocess the text by…

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Can you explain how you would design a simple text classification system using Natural Language Processing techniques?

COVER // CAN YOU EXPLAIN HOW YOU WOULD DESIGN A SIMPLE TEXT CLASSIFICATION SYSTEM USING NATURAL LANGUAGE PROCESSING TECHNIQUES?

To design a simple text classification system, I would start by collecting a labeled dataset where each text is associated with a class. Then, I would preprocess the text by removing stop words and performing tokenization. Finally, I would train a model, such as a logistic regression or a naive Bayes classifier, using features extracted from the text, such as bag-of-words or TF-IDF representations.

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