Learn how to implement regression model techniques for both long-term and short-term time series forecasting in this 25-minute video. Develop a long-term forecasting model by modeling trend and seasonality as a function of time, and explore short-term forecasting using the Auto-regressive model. Utilize the AirPassengers dataset to gain practical insights into applying these techniques effectively.