Forecasting Course
This course provides hands-on training in time series forecasting tailored for e-commerce, covering data preparation, classical and machine learning models, evaluation techniques, and effective communication of forecasts to drive business decisions.

flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
This Forecasting Course equips you with practical, complete skills to create accurate, understandable time series forecasts for e-commerce. Learn data preparation, feature engineering, and exploratory analysis, then master ARIMA, SARIMA, exponential smoothing, and ML-based models. You will practise backtesting, error metrics, scenario planning, and clear communication so your forecasts support confident, data-informed decisions.
Elevify advantages
Develop skills
- Clean time series data: fix outliers, gaps, and timestamps for BI-ready forecasts.
- Build and tune ARIMA, SARIMA, and exponential smoothing models in real cases.
- Evaluate forecast accuracy with MAE, RMSE, MAPE and clear business meaning.
- Use drivers like marketing spend and promos for causal, scenario-based forecasts.
- Present forecasts with visuals, scenarios, and actions for e-commerce decisions.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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