4 ms·

There seems to be work on "big fish" to be done, like: - Weather Prediction - Stock Market Prediction - Healthcare (Better prediction, better reading of diag

by bluetwo 10y ago

There seems to be work on "big fish" to be done, like: - Weather Prediction - Stock Market Prediction - Healthcare (Better prediction, better reading of diagnostic tools) - Poker

hueving 10y ago
>- Stock Market Prediction I can assure you this is being done. Anything that works is kept secret.
- deepnotderp 10y ago
  Ditto, understandably, it's kept secret but would be nice to at least see some of the models, presented outside the trading context. That being said, hft world still primarily uses linear/logistic regression.
malaya_zemlya 10y ago
Yandex.Weather relies heavily on deep convnets for short term forecasting.
agibsonccc 10y ago
We see a lot of finance work(trend prediction in markets being 1 of these things. For weather forceasting, moji (HUGE weather in app in china) does a lot of deep learning based on data collected from their mobile app.
stared 10y ago
In chaotic systems (like weather or stock market) there is a fair share of randomness, which cannot be predicted no matter what approach we use.
- walrus1066 10y ago
  Not to mention huge externalities. In the case of stock markets, things like financial crises, central bank decisions, political events (brexit etc).
  - andruby 10y ago
    Some of those externalities could be predicted by deep learning (the crash of the housing market for example)
    - elcct 10y ago
      I think these could have easily be predicted using common sense ;)
foenix 10y ago
http://healthcare.ai/ http://healthcare.ai/ is an early-alpha tool for healthcare data using Python and R.