Regression Analysis Course
This course equips you with essential skills in regression analysis for marketing and product data, focusing on data preparation, model building, and deriving actionable insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Regression Analysis Course assists you in swiftly converting raw product and marketing data into dependable, practical insights. Acquire skills in thorough data cleaning, exploratory visualisation, and model construction for product-month panels, encompassing linear, count, and panel models. Engage in assumption verification, elasticities, and marketing response modelling, then assuredly convert regression results into straightforward, influential recommendations.
Elevify advantages
Develop skills
- Interpret regression outputs: transform coefficients into clear business actions.
- Diagnose model issues quickly: conduct residual checks, VIF, and robust remedies.
- Build robust regression models: choose features, regularise, and validate.
- Model sales drivers: estimate price elasticity, ad ROI, and demand curves.
- Clean panel data proficiently: impute, winsorise, and create 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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