Categorical Data Analysis Course
This course equips you with essential techniques for analyzing categorical data, including contingency tables, chi-square tests, and logistic regression, applied to real-world e-commerce scenarios for actionable business insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Categorical Data Analysis Course gives you practical skills to work confidently with real-world categorical variables. Learn to summarize and visualize categories, build and interpret contingency tables, run chi-square tests, and apply logistic regression for binary outcomes. You’ll clean web session data, prepare variables, and present clear, actionable insights and recommendations for online retail decisions.
Elevify advantages
Develop skills
- Logistic regression mastery: model binary outcomes and interpret odds ratios fast.
- Chi-square and Fisher tests: assess categorical associations with confidence.
- Contingency table analytics: compute effects, Cramér’s V, and visualize patterns.
- Retail data prep skills: clean, encode, and validate U.S. e-commerce session data.
- Executive-ready reporting: turn categorical findings into clear, actionable insights.
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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