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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, and robust linear model building in Python or R. You'll learn to validate assumptions, interpret coefficients for financial insights, conduct what-if analyses, and craft executive summaries and visuals that empower data-driven management choices.

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.
  • Quantify effects: convert coefficients into straightforward revenue and margin impact estimates.
  • Conduct scenario analysis: perform rapid what-if forecasts for discounts and ad spend.
  • Produce executive reports: transform statistical results into clear, 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

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

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