Forecasting Course
This course teaches time-series forecasting for business intelligence in e-commerce. Learn to clean data, build ARIMA, SARIMA, exponential smoothing, and ML models, assess accuracy with metrics like MAE, RMSE, MAPE, incorporate drivers for scenarios, and present forecasts to guide revenue, inventory, and marketing strategies confidently.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain hands-on skills to create precise time series forecasts for e-commerce. Master data prep, feature engineering, exploratory analysis, ARIMA, SARIMA, exponential smoothing, and ML models. Practice backtesting, error metrics, scenario planning, and effective communication for data-driven business decisions.
Elevify advantages
Develop skills
- Clean time series data by handling outliers, gaps, and timestamps for reliable forecasts.
- Build and tune ARIMA, SARIMA, and exponential smoothing models using real-world examples.
- Evaluate forecast performance using MAE, RMSE, MAPE with business insights.
- Incorporate drivers like marketing spend and promotions for causal scenario forecasts.
- Present forecasts effectively with visuals, scenarios, and actionable steps for e-commerce.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course