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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 expertise in practical forecasting methods to develop dependable 6-month sales forecasts from actual monthly data. This targeted course covers cleaning and validating CSV files, creating calendar and promotion features, implementing ARIMA, ETS, and regression models, assessing performance via backtests, and producing insightful forecast reports to enhance planning, inventory management, and marketing budget allocation.

Elevify advantages

Develop skills

  • Time series feature engineering: rapidly construct promotion, calendar, and lag features.
  • ARIMA, ETS, and SARIMA modelling: implement, adjust, and evaluate forecasts effectively.
  • Forecast assessment: conduct backtests, analyse error metrics, and examine residual patterns.
  • Machine learning forecasting: utilise tree-based models with lags for reliable short-term predictions.
  • Operational 6-month planning: convert forecasts into practical inventory and marketing strategies.

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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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