Demand Forecasting in Excel, Step by Step Tutorial Moving Average,Exponential Smoothing & Regression
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Learn how to build accurate demand forecasts in Excel with this step-by-step tutorial. In this video, I’ll walk you through the Demand Forecasting Excel Tool that includes Moving Average, Exponential Smoothing, and Regression Analysis , all with built-in accuracy KPIs and a powerful dashboard.
This tutorial is perfect for supply chain professionals, demand planners, and sourcing managers who want to forecast demand using Excel without expensive software.
What you’ll learn in this video:
How to set up and clean input data for demand forecasting
Data normalization and harmonization for reliable results
Moving Average forecasting in Excel with formulas
Exponential Smoothing with adjustable alpha levels
Regression Analysis using Excel’s Data Analysis ToolPak
How to interpret regression coefficients for forecasting
Forecast Accuracy KPIs: MAPE, Bias, RMSE
Building a Forecast vs Actual Dashboard in Excel
Identifying top SKUs with forecast variance
Creating accuracy trend charts for continuous improvement
Key questions answered in this video:
What is demand forecasting in Excel and why is it important
How do you calculate moving average forecast in Excel
What is exponential smoothing and how to apply it in Excel
How to use regression analysis for demand forecasting
Which is the best forecasting method for supply chain
How to measure forecast accuracy in Excel
What is MAPE and how to calculate it in Excel
How to calculate RMSE in Excel for forecasting
What is forecast bias and how to detect it
How to build a demand forecasting dashboard in Excel
How to compare forecast vs actual in Excel
What are the top KPIs for demand planning
How to forecast sales with seasonality in Excel
How to use Excel formulas for demand planning
What is causal forecasting with regression in Excel
How to create automated forecasting templates in Excel
How to track top SKUs by forecast variance
How to present forecasting results to management in Excel
How to create a rolling forecast in Excel
What is the most accurate demand forecasting technique
If you want to download the ready-to-use Demand Forecasting Excel Template, check the link in the description.
#DemandForecasting #ExcelTutorial #SupplyChainAnalytics #ForecastingInExcel #DemandPlanning #SupplyChainManagement #ExcelDashboard #ForecastAccuracy #DataAnalysisInExcel #InventoryPlanning
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