Artificial Intelligence for trading

Artificial Intelligence for trading

  • Posted by cglah1
  • On June 26, 2014
  • 5 Comments

If traders and investors are bad at decision-making, can AI replace humans? Well, the term Artificial Intelligence itself is a misnomer. It is artificial, but it’s not really intelligent. “Machine learning” is a more appropriate term.

Compared to humans, machines are better at processing large volumes of data. You can apply machine-learning algorithms to data sets with historical asset prices. Or you can try to find different correlations between asset prices and some other data sources. You can also use machine learning to remove biases from human-generated data, such as Twitter feeds or your own forecasts. The catch is that you need really big data.

Neural networks, which is what most people mean when they talk about AI, require even bigger data sets. These models “learn” by identifying complex, non-linear relationships between different elements. Typically, even their creators don’t fully understand how exactly they work. One connection is very clear: the more data you have, the more accurate a neural network can become.

5 Comments

admin
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    admin
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admin
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Justin
Hey there :) Your wordpress site is very sleek - hope you don't mind me asking what theme you're using? (and don't mind if I steal it? :P) I just launched my site --also built in wordpress like yours-- but the theme slows (!) the site down quite a bit. In case you have a minute, you can find it by searching for "royal cbd" on Google (would appreciate any feedback) - it's still in the works. Keep up the good work-- and hope you all take care of yourself during the coronavirus scare!
    cglah1
    Hi Rosalyn. Sure Website theme is called Specular business theme. Good luck with your business. I am also trying to launch a business ...making progress. There is so much to do so I have set myself a roadmap as there is so much still to do. How long have you been in business ? I will checkout your site. Stay safe. These are peculiar times Charles

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