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Categorical Data Analysis Course

Categorical Data Analysis Course
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 the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential in meeting my boss's and the company's expectations.
SilviaNurse
Very excellent course. Lots of valuable information.
WiltonCivil Firefighter

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