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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?

Gain skills in cleaning sales data, using correlation matrices and visuals to find drivers, building linear models in Python or R, checking assumptions, interpreting coefficients for financial insights, running what-if scenarios, and creating simple summaries and charts for management decisions.

Elevify advantages

Develop skills

  • Explore sales drivers through exploratory data analysis using correlation matrices, heatmaps, and pairplots.
  • Build, diagnose, and compare ordinary least squares regression models in Python and R.
  • Translate regression coefficients into understandable impacts on revenue and margins.
  • Conduct scenario analysis with what-if forecasts for discounts and advertising budgets.
  • Create executive reports by transforming statistical results into clear, 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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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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