Time Series Forecasting Course
This course teaches practical time series forecasting techniques using ARIMA, Prophet, and machine learning models to generate accurate sales predictions from raw data.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Time Series Forecasting Course provides a quick, hands-on way from raw daily sales data to dependable, ready-for-use forecasts. You will clean and check data, create strong calendar and event features, use ARIMA, exponential smoothing, Prophet, and modern machine learning models, adjust and assess them with solid backtesting, and finally put them into action, watch them, and share forecasts that help make better planning choices.
Elevify advantages
Develop skills
- Clean time series data: take in, check, and fill missing daily sales quickly.
- Build strong ARIMA, SARIMA, and ETS baselines with proper checks.
- Create calendar, lag, and promotion features that improve forecast accuracy.
- Use machine learning forecasters like Prophet and gradient boosting for sales series.
- Assess, put into action, and watch forecasts that guide inventory choices.
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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