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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 on correlation and regression analysis teaches data cleaning for sales records, driver exploration via matrices and charts, linear model construction in Python or R, assumption checks, coefficient interpretation for business effects, what-if simulations, and creation of executive-friendly reports and graphics to drive informed decisions.

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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