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This lecture covers the demand management and forecasting methods in production management. It includes topics such as demand disruptions, forecasting steps, qualitative and quantitative methods, comparing causal models, time series analysis, and trend forecasting. The instructor discusses the importance of accurate demand forecasting for effective production planning and decision-making.