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Forecasting Technique Course

Forecasting Technique Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

Learn hands-on forecasting techniques to create dependable 6-month sales forecasts from actual monthly data. This course covers cleaning and validating CSV files, building calendar and promotion features, implementing ARIMA, ETS, and regression models, evaluating via backtests, and producing actionable forecast reports for improved planning, inventory control, and marketing budgets.

Elevify advantages

Develop skills

  • Time series feature engineering: create promo, calendar, and lag features quickly.
  • ARIMA, ETS, and SARIMA modelling: fit, tune, and compare forecasts practically.
  • Forecast evaluation: conduct backtests, error metrics, and residual diagnostics.
  • ML-based forecasting: use tree models with lags for strong short-term predictions.
  • Operational 6-month planning: convert forecasts into inventory and marketing plans.

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.
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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