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Correlation and Regression Analysis Course

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

What will I learn?

This focused course teaches you to prepare sales datasets, analyse relationships using correlation tools and charts, develop robust linear regression models in Python or R, check model validity, explain results in business terms, simulate scenarios, and produce simple reports and graphics to guide managerial choices effectively.

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 valuable information.
WiltonCivil Firefighter

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