Time Series Forecasting Course
This course teaches practical time series forecasting techniques using ARIMA, Prophet, and ML models to create production-ready sales forecasts.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This Time Series Forecasting Course provides a quick, practical route from raw daily sales data to dependable, production-ready forecasts. You will clean and validate data, engineer effective calendar and event features, apply ARIMA, exponential smoothing, Prophet, and modern ML models, tune and evaluate them with solid backtesting, and finally deploy, monitor, and communicate forecasts that support improved planning decisions.
Elevify advantages
Develop skills
- Clean time series data: ingest, validate, and impute daily sales quickly.
- Build robust ARIMA, SARIMA, and ETS baselines with proper diagnostics.
- Engineer calendar, lag, and promo features that enhance forecast accuracy.
- Apply ML forecasters like Prophet and gradient boosting to sales series.
- Evaluate, deploy, and monitor forecasts that inform inventory decisions.
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
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Course in PDF