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RE: Want to make own trading bot? You should check Markov Chains
Thanks for your input. That's why it program should collect data as long as possible so the probability of occurrence of an unknown event will be as low as possible.
I agree, but I also add that you should probably add some risk-controls and monitor the model to avoid losing money during rare events.