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External Variables Impact Analysis Course

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

What will I learn?

This course teaches you to transform weekly retail data and external signals into dependable insights. You will learn data cleaning, feature engineering for holidays, weather, macro indicators, and competitors, building transparent models, reproducible workflows, experiment tracking, and effectively communicating impacts, uncertainties, and recommendations to stakeholders.

Elevify advantages

Develop skills

  • Time series retail modelling: build robust weekly demand forecasts quickly.
  • External drivers engineering: convert weather, macro, and search data into useful signals.
  • Explainable models: apply SHAP and PDPs to explain external variable effects clearly.
  • Impact quantification: translate coefficients into straightforward sales and policy impacts.
  • Reproducible pipelines: create versioned, ethical, 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 of the Prison System, and the course from Elevify was crucial for me to be chosen.
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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