The module introduces to methods for forecasting using both classical techniques and the latest AI-driven approaches. It covers statistical models (e.g., ARIMA, SARIMA), neural networks (e.g., LSTM, GRU, CNN), and mechanistic models. The module is centred on fundamental techniques used across industries and provides practical skills in applying forecasting methods to real-world datasets across domains.