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Correlation and Regression Analysis Course

Correlation and Regression Analysis Course
from 4 to 360h flexible workload
certificate valid in your country

What will I learn?

This focused course teaches data cleaning for sales records, correlation exploration via matrices and charts, linear regression modelling in Python or R, assumption checks, coefficient interpretation for business outcomes, what-if analysis, and crafting management-friendly reports and visuals for informed decision-making.

Elevify advantages

Develop skills

  • Perform exploratory data analysis on sales drivers using correlation matrices, heatmaps, and pairplots.
  • Build, diagnose, and compare ordinary least squares regression models in Python and R.
  • Interpret regression coefficients to estimate impacts on revenue and profit margins.
  • Conduct scenario analysis with what-if forecasts for pricing and marketing budgets.
  • Create executive summaries and visuals from statistical results for non-technical audiences.

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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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