We live in the world of Complex Dynamical Systems. Forecasting the future requires a different approach to other Machine Learning fields.
Time Series Forecasting
Forecasting the future is the essential business problem, as well as the hardest of all. We're experts in modeling non-stationary time series, where the underlying process that generates the data changes over time. Like in all Complex Dynamical Systems.