Categorical Data Analysis Course
This course provides hands-on training in analyzing categorical data, including summarization, visualization, statistical testing, and logistic regression, with a focus on practical applications in retail data analysis.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Categorical Data Analysis Course equips you with practical skills to handle real-world categorical variables confidently. You will learn to summarise and visualise categories, construct and interpret contingency tables, perform chi-square tests, and use logistic regression for binary outcomes. Additionally, you will clean web session data, prepare variables, and deliver clear, actionable insights and recommendations for online retail decisions.
Elevify advantages
Develop skills
- Mastery of logistic regression: model binary outcomes and interpret odds ratios quickly.
- Chi-square and Fisher tests: evaluate categorical associations with assurance.
- Contingency table analysis: calculate effects, Cramér’s V, and visualise patterns.
- Retail data preparation skills: clean, encode, and validate e-commerce session data.
- Executive-ready reporting: transform 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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