Regression Analysis Course
This course equips you with essential skills in regression analysis to transform raw data into actionable business insights, focusing on data cleaning, model building, and interpretation for marketing and product decisions.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This Regression Analysis Course helps you quickly turn raw product and marketing data into reliable, actionable insights. Learn robust data cleaning, exploratory visualisation, and model building for product-month panels, including linear, count, and panel models. Practice assumption checks, elasticities, and marketing response modelling, then confidently translate regression outputs into clear, high-impact recommendations.
Elevify advantages
Develop skills
- Interpret regression outputs: turn coefficients into clear business actions.
- Diagnose model issues fast: run residual checks, VIF, and robust fixes.
- Build solid regression models: select features, regularise, and validate.
- Model sales drivers: estimate price elasticity, ad ROI, and demand curves.
- Clean panel data expertly: impute, winsorise, and engineer time-based features.
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
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