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
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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