Create the trading system that is flexible, powerful and includes the ability of self-learning.
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Working on raw news is hard. Applying NLP to Sentiment Analysis process can save a lot of time by showing only the most valuable information.
Combining with monitor and analyze data in real time
Stay up-to-date with the evolving market
Detecting trends and hopefully anticipate market shifts.
We build up a framework so that our trading system can study how various factors have interrelated historically, and learns a combination of many predictive models based on its study of historical data. The high level of machine learning plays a key role in ensuring an optimized performance.