Simple Stock Sentiment Analysis with news data in Keras, Python, and Juypter
Have you wonder what impact everyday news might have on the stock market. In this tutorial, we are going to explore and build a model that reads the top 25 voted world news from Reddit users and predict whether the Dow Jones will go up or down for a given day.
After reading this post, you will learn,
- How to pre-processing text data for deep learning sequence model.
- How to use pre-trained GloVe embeddings vectors to initialize Keras Embedding layer.
- Build a GRU model that can process word sequences and is able to take word order into account.
https://www.dlology.com/blog/simple-stock-sentiment-analysis-with-news-data-in-keras/