Two Primary Strategies for Multi-period Time Series Forecasting

We need the weather forecasts for a week to plan trips. A manufacturer needs forecasts for several months to plan and coordinate with others. The pursuit for accurate predictions for the future has never ceased, from the ancient sages peering into celestial patterns to the cutting-edge algorithms of today.