Time Series Forecasting Course
This course provides hands-on experience in time series forecasting, from data preparation to deploying ML models for accurate sales predictions.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Time Series Forecasting Course offers a quick, hands-on route from unprocessed daily sales data to dependable, ready-to-use forecasts. You'll tidy and check data, create strong calendar and event features, use ARIMA, exponential smoothing, Prophet, and current ML models, adjust and assess them with solid backtesting, and ultimately roll out, track, and share forecasts that improve planning choices.
Elevify advantages
Develop skills
- Clean time series data: take in, check, and fill missing daily sales quickly.
- Create strong ARIMA, SARIMA, and ETS baselines with proper checks.
- Develop calendar, lag, and promo features that improve forecast precision.
- Use ML forecasting tools like Prophet and gradient boosting for sales data.
- Assess, roll out, and track forecasts that guide inventory choices.
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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