Categorical Data Analysis Courses and Certifications

Data Analytics for Lean Six Sigma

3327 ratings at Coursera

Aprenda técnicas de análise de dados para projetos Lean Six Sigma, incluindo visualização, distribuições de probabilidade e testes estatísticos usando Minitab, com exemplos práticos.

• Coursera
• 11 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Analyzing Survey Data in R

Learn survey design using common design structures followed by visualizing and analyzing survey results.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Inference for Categorical Data in R

In this course you'll learn how to leverage statistical techniques for working with categorical data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Regression Modeling Fundamentals

52 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 11 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

This course is designed to explain the fundamental of statistics.

• Stepik
• 6 hours
• On-Demand
• Free Online Course

Learning Minitab (2016)

986 ratings at LinkedIn Learning

Discover Minitab for statistical analysis and data-driven decision-making. Learn about the charts, graphs, descriptive and inferential statistics features, and reports in Minitab.

• LinkedIn Learning
• 1 hour 17 minutes
• On-Demand
• Free Trial Available

University of Tübingen

Essential Statistics

Learn fundamental statistical concepts and techniques, from basic probability to regression analysis, enhancing your data interpretation and research skills.

• YouTube
• 7 hours
• On-Demand
• Free Online Course

Data Analysis for Business: Foundations

Learn essential data analysis techniques for business, including descriptive statistics and data visualization, designed for non-specialists and those with limited quantitative experience.

• edX
• 6 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Great Learning

Logistic Regression on Customer Data - Machine Learning Algorithms Using Python

In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Great Learning

Inferential Statistics

Learn fundamental concepts of inferential statistics, including data collection, hypothesis testing, and statistical analysis techniques for making data-driven inferences and decisions.

• YouTube
• 1 hour
• On-Demand
• Free Video

Great Learning

Chi Square Test

Learn to apply Chi-Square tests for categorical data analysis, including hypothesis testing, p-value interpretation, and implementation in Excel, Python, and R. Gain practical skills for statistical inference.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

The National Centre for Research Methods

Multinomial Logistic Regression

Explore multinomial logistic regression, covering introduction and multiple regression concepts for analyzing categorical outcomes with more than two levels.

• YouTube
• 30 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Multinomial Regression Model - Part I: Introduction to MRM and Multinomial Logit Model

Explore multinomial regression models, including types and the multinomial logit model. Learn key concepts and applications in statistical analysis.

• YouTube
• 42 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Qualitative Response Models: Logit and Types - Part II

Explore types of qualitative response models, focusing on logit models and their applications in statistical analysis.

• YouTube
• 26 minutes
• On-Demand
• Free Video