Categorical Data Analysis Course
This course provides hands-on skills for analyzing categorical data, including visualization, contingency tables, chi-square tests, and logistic regression, applied to real-world retail scenarios.

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