Correlation and Regression Analysis Course
Master correlation and regression analysis to uncover sales drivers, quantify ad spend impact, run what-if scenarios, and present clear, data-driven recommendations that managers trust and act on.

4 to 360 hours of flexible workload
valid certificate in your country
What Will I Learn?
This concise Correlation and Regression Analysis Course shows you how to clean sales data, explore drivers with correlation matrices and visualizations, and build reliable linear models in Python or R. Learn to diagnose assumptions, translate coefficients into clear financial impacts, run simple what-if scenarios, and present non-technical summaries and visuals that help management make confident, data-driven decisions.
Elevify Differentials
Develop Skills
- EDA for sales drivers: build correlation matrices, heatmaps, and pairplots fast.
- Regression modeling: fit, diagnose, and compare OLS models in R and Python.
- Effect sizing: turn coefficients into clear revenue and margin impact estimates.
- Scenario analysis: run quick what-if forecasts for discounts and ad spend.
- Executive reporting: convert stats output into sharp, 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.What our students say
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