Correlation and Regression Analysis Course
Gain expertise in correlation and regression analysis to identify sales drivers, measure the impact of ad spend, conduct what-if scenarios, and deliver clear, actionable, data-driven insights that managers can rely on for decisions. This course equips you with practical skills in data cleaning, model building, assumption checking, financial interpretation, and stakeholder communication using Python or R.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This focused course teaches data cleaning for sales datasets, driver exploration via correlation matrices and visuals, linear model construction in Python or R, assumption diagnostics, coefficient translation to financial terms, what-if scenario simulations, and creation of executive-friendly summaries and charts for informed decision-making.
Elevify advantages
Develop skills
- Perform EDA on sales drivers: create correlation matrices, heatmaps, and pairplots quickly.
- Build regression models: fit, diagnose, and compare OLS models using R and Python.
- Quantify effects: convert coefficients into clear estimates of revenue and margin impacts.
- Conduct scenario analysis: perform rapid what-if forecasts for discounts and ad spend.
- Prepare executive reports: transform statistical outputs into concise, 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.What our students say
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an online course and how does it work?
PDF Course