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RE: Want to make own trading bot? You should check Markov Chains
I agree, the biggest problem in algos is still the uncexpected big fundamental news and sudden changes in market sentiment. Maybe more development in quantitative data gathering/analysis and model of neuron networks will bring up more and more flexible algos in the future.