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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 datasets, driver exploration via correlation matrices and visuals, building robust linear regression models in Python or R, assumption diagnostics, coefficient interpretation for financial insights, simple what-if scenario simulations, and crafting non-technical summaries and visuals to support managerial data-driven decisions.

Elevify advantages

Develop skills

  • Exploratory data analysis for sales drivers using correlation matrices, heatmaps, and pairplots.
  • Regression modelling: fitting, diagnosing, and comparing OLS models in R and Python.
  • Effect sizing: converting coefficients into clear revenue and margin impact estimates.
  • Scenario analysis: conducting quick what-if forecasts for discounts and ad spend.
  • Executive reporting: 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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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