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Forecasting Technique Course

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

What will I learn?

Gain hands-on skills in forecasting techniques to create solid 6-month sales forecasts from actual monthly data. You'll handle CSV data cleaning and validation, create calendar and promotion features, use ARIMA, ETS, and regression models, test them with backtests, and produce reports for improved planning, stock control, and marketing spend.

Elevify advantages

Develop skills

  • Time series feature engineering: quickly create promotion, calendar, and lag features.
  • ARIMA, ETS, and SARIMA modelling: fit, adjust, and compare forecasts effectively.
  • Forecast evaluation: perform backtests, calculate error metrics, and check residuals.
  • 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 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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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