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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, reliable linear model construction in Python or R, assumption diagnostics, coefficient translation to financial impacts, simple what-if scenario simulations, and creation of non-technical summaries and visuals for management decision-making.

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

I was just promoted to Intelligence Advisor of the Prison System, and the course from Elevify was crucial for me to be the chosen one.
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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