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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, linear model building in Python or R, assumption diagnostics, coefficient interpretation for financial insights, what-if scenario simulations, and creation of executive-friendly summaries and visuals for data-driven 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.
  • Quantify effects: convert coefficients into straightforward revenue and margin impact estimates.
  • Conduct scenario analysis: perform rapid what-if forecasts for discounts and ad spend.
  • Prepare executive reports: transform statistical results into concise, 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 I work for.
SilviaNurse
Great course. A lot of valuable information.
WiltonCivil Firefighter

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