Forecasting Course
This course provides hands-on training in time series forecasting for e-commerce, covering data preparation, classical and ML models, evaluation, and communication skills.
from 4 to 360h flexible workload
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. You will learn data preparation, feature engineering, and exploratory analysis, then gain mastery in ARIMA, SARIMA, exponential smoothing, and machine learning-based models. Practice backtesting, error metrics, scenario planning, and effective communication to ensure your forecasts support confident, data-driven decisions.
Elevify advantages
Develop skills
- Clean time series data by fixing outliers, gaps, and timestamps to prepare for business intelligence forecasts.
- Build and tune ARIMA, SARIMA, and exponential smoothing models using real-world scenarios.
- Evaluate forecast accuracy using MAE, RMSE, MAPE, and interpret them in business terms.
- Incorporate drivers such as marketing spend and promotions for causal and scenario-based forecasts.
- Present forecasts with visuals, scenarios, and recommended actions to inform 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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