Correlation and Regression Analysis Course
Gain expertise in correlation and regression techniques to identify key sales drivers, measure marketing effectiveness, perform scenario simulations, and deliver actionable insights that support managerial decisions with solid data evidence. This course equips you to clean datasets, visualize relationships, model outcomes reliably, validate assumptions, and communicate findings persuasively in business contexts.

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.What our students say
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