Advanced Capacity Planning and Demand Forecasting Model

Create a sophisticated capacity planning model in Excel that integrates multiple data sources to predict future resource requirements. Use Power Query to import historical data, implement time series forecasting algorithms, and develop probabilistic demand prediction mechanisms. Build interactive scenario planning tools that allow real-time adjustment of input variables and immediate visualization of potential capacity constraints or opportunities. Include advanced statistical analysis and machine learning-inspired predictive modules.