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External Variables Impact Analysis Course

External Variables Impact Analysis Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

The External Variables Impact Analysis Course shows you how to turn weekly retail data and outside signals into reliable, actionable insights. Learn to clean and engineer features, handle holidays, weather, macro indicators, and competitor activity, then build transparent, explainable models. You also master reproducible workflows, experiment tracking, and clear communication of impact, uncertainty, and recommendations to decision-makers.

Elevify advantages

Develop skills

  • Time series retail modelling: build robust weekly demand forecasts fast.
  • External drivers engineering: turn weather, macro, and search data into signals.
  • Explainable models: use SHAP and PDPs to clarify external variable impact.
  • Impact quantification: convert coefficients into clear sales and policy effects.
  • Reproducible pipelines: design versioned, ethical, and production-ready workflows.

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

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Really great course. Lots of valuable information.
WiltonCivil Firefighter

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