explore and find the most profitable trading strategies. This makes it much easier to plot. The purpose of unsupervised learning is to train an artificial intelligence algorithm using information that is neither classified nor labelled and allowing the algorithm to act on that information without guidance. What is really cool (and spooky) is that the algorithm pretty much nails.
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There is also a recent trend for banks and finance firms to ask for more data analysis skills and market knowledge. However, as of today, professional traders are still not convinced of the successful positive outcome of machine learning. Even if machine learning can identify these anomalies or correlations in short-term trading, in long-term trading, they find difficulties. In addition to this, the data required for predicting the markets are getting more and more complex. MeanShift, an unsupervised algorithm that is used mostly for image recognition and is pretty trivial to setup and run (but also very slow). If you have more feedback, ping me at jonromero or signup to the newsletter.