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Correlation and Regression Analysis Course

Correlation and Regression Analysis Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

This focused course on correlation and regression analysis teaches data cleaning for sales datasets, driver exploration via correlation matrices and visuals, and development of robust linear models in Python or R. You'll master assumption diagnostics, coefficient interpretation for financial impacts, simple what-if scenario simulations, and creation of accessible summaries and visuals to support managerial data-driven decisions.

Elevify advantages

Develop skills

  • Explore sales drivers through EDA: create correlation matrices, heatmaps, and pairplots quickly.
  • Build and assess regression models: fit, diagnose, and compare OLS models using R or Python.
  • Interpret effect sizes: convert coefficients into straightforward revenue and margin impact estimates.
  • Conduct scenario analysis: perform rapid what-if forecasts for discounts and advertising budgets.
  • Produce executive reports: transform statistical results into concise, non-technical summaries.

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 I work for.
SilviaNurse
Really great course. Lots of valuable information.
WiltonCivil Firefighter

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