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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 verifying CSV files, creating calendar and promotion features, using ARIMA, ETS, and regression models, assessing performance via backtests, and producing straightforward forecast reports to enhance planning, inventory management, and marketing budget allocation.

Elevify advantages

Develop skills

  • Time series feature engineering: quickly create promotion, calendar, and lag features.
  • ARIMA, ETS, and SARIMA modeling: implement, adjust, and evaluate forecasts effectively.
  • Forecast evaluation: conduct backtests, compute error metrics, and analyze residuals.
  • ML-based forecasting: use tree models with lags for reliable short-term improvements.
  • Operational 6-month planning: convert forecasts into actionable inventory and marketing steps.

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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