Why ML Can Predict the Weather, but Not Financial Markets

Financial data is just harder to work with than data in other domains, mainly for three reasons: Too much noise, not enough data, and constantly changing markets. Grigory Heron: The problem is that they only work in isolation. Nobody has managed to put them all into a single trading machine.