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vectorisation

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Evaluation of various ML models for text using NLP driven approach for imbalanced data while balancing data using over and under sampling technique.

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As part of an AICTE internship, this NLP-powered chatbot leverages Python, Streamlit, and Scikit-learn to answer cryptocurrency queries and fetch live prices for the top 20 coins using the CoinGecko API. Combining TF-IDF vectorization and Logistic Regression, it offers an interactive web interface for real-time crypto insights.

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