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Correlation and Regression Analysis Course

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

What will I learn?

This focused course teaches data cleaning for sales datasets, driver exploration via correlation matrices and visuals, linear model building in Python or R, assumption diagnostics, coefficient translation to business impacts, what-if scenario simulations, and creation of simple visuals and summaries for management to support data-informed choices.

Elevify advantages

Develop skills

  • Perform EDA on sales drivers using correlation matrices, heatmaps, and pairplots efficiently.
  • Build, diagnose, and compare OLS regression models using R and Python.
  • Interpret regression coefficients to estimate impacts on revenue and margins clearly.
  • Conduct scenario analysis with what-if forecasts for discounts and advertising spend.
  • Create executive reports by transforming statistical outputs 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
Very great course. Lots of rich information.
WiltonCivil Firefighter

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