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Correlation and Regression Analysis Course

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

What will I learn?

This focused course teaches data cleaning for sales, driver exploration via correlation matrices and visuals, reliable linear model building in Python or R, assumption checks, coefficient interpretation for financial effects, simple what-if scenarios, and non-technical summaries with visuals to support management decisions.

Elevify advantages

Develop skills

  • Perform EDA on sales drivers: create correlation matrices, heatmaps, and pairplots quickly.
  • Build regression models: fit, check, and compare OLS models using R and Python.
  • Measure effects: convert coefficients into straightforward revenue and margin impact estimates.
  • Conduct scenario analysis: perform fast what-if forecasts for discounts and ad spend.
  • Prepare executive reports: transform stats results into clear, non-technical summaries.

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

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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 rich information.
WiltonCivil Firefighter

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