- A web app built with React and Python that uses LSTM networks to predict the next trending AI and Blockchain technologies
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Scraped news articles from major tech sources using Beautiful Soup, performed sentiment analysis on text using the Python NLTK library and extracted keywords to create dataset
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Weighted frequency of keyword appearance and sentiment against Google trends data for keywords
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Used LSTM networks to model and predict future trends in keyword popularity using Tensorflow and Keras
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Hosted on Firebase
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Live demo at http://trendcast-yhack.firebaseapp.com