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External Variables Impact Analysis Course

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

What will I learn?

The External Variables Impact Analysis Course teaches you how to transform weekly retail data and external signals into reliable, actionable insights. You will learn to clean and engineer features, manage holidays, weather, macro indicators, and competitor activities, then develop transparent, explainable models. Additionally, you will gain expertise in reproducible workflows, experiment tracking, and effectively communicating impact, uncertainty, and recommendations to decision-makers.

Elevify advantages

Develop skills

  • Time series retail modelling: build strong weekly demand forecasts quickly.
  • External drivers engineering: convert weather, macro, and search data into useful signals.
  • Explainable models: use SHAP and PDPs to explain the impact of external variables.
  • Impact quantification: turn coefficients into clear effects on sales and policies.
  • Reproducible pipelines: create versioned, ethical, and production-ready workflows.

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

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be selected.
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 valuable information.
WiltonCivil Firefighter

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