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Correlation and Regression Analysis Course

Correlation and Regression Analysis Course
4 to 360 hours of flexible workload
certificate valid 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 construction of robust linear models in Python or R. You will learn to check model assumptions, interpret coefficients for financial insights, perform what-if analyses, and create simple visuals and summaries for management to support confident data-driven choices.

Elevify Advantages

Develop Skills

  • Perform EDA on sales drivers: create correlation matrices, heatmaps, and pairplots quickly.
  • Build regression models: fit, diagnose, and compare OLS models using R and Python.
  • Quantify effects: convert coefficients into clear estimates of revenue and margin impacts.
  • Conduct scenario analysis: perform rapid what-if forecasts for discounts and ad spend.
  • Prepare executive reports: transform 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
Great course. Lots of valuable information.
WiltonCivil Firefighter

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