Correlation and Regression Analysis Course
Gain expertise in correlation and regression techniques to identify key sales drivers, measure marketing spend effects, perform scenario simulations, and deliver actionable insights that support managerial decisions with solid data evidence. This course equips you to clean datasets, visualise relationships, validate models, and communicate findings effectively in business contexts using Python or R.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This focused course teaches data cleaning for sales records, correlation exploration via matrices and charts, linear regression modelling in Python or R, assumption checks, coefficient interpretation for business outcomes, what-if analysis, and crafting management-friendly reports and visuals for informed decision-making.
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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