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Stock Prediction Using NLP and Deep Learning

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Predicting Stock Market using Convolutional Neural Networks for News Headline Classification.

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Stock Prediction Using NLP and Deep Learning

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  2. 2. Developed by the Google Brain Team for the purposes of conducting machine learning and deep neural networks research Director of AI Research, Facebook Founding Director of the NYU CDS
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  4. 4. Binary classification task. Hence, there are only two labels: "1" when DJIA Adj Close value rised or stayed as the same; "0" when DJIA Adj Close value decreased. 80%/20% split.
  5. 5. I like pizza ["I", "like", “pizza”, "."]Tokenization [ "i","like",”pizza”, ".","PAD","PAD"]Model Input Original Text
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