Chi Square Test
Offered By: Great Learning via YouTube
Course Description
Overview
Explore the fundamentals of hypothesis testing and statistical analysis in this comprehensive video course on the Chi-Square test. Learn about population and sample concepts, inferential statistics, and the distinction between continuous and discrete variables. Dive into the specifics of the Chi-Square test, its applications, and how to interpret p-values. Follow step-by-step instructions for calculating the Chi-Square test, complete with practical examples. Gain hands-on experience using Excel, Python, and R for Chi-Square analysis. Discover how to apply the Chi-Square test for feature selection in data science projects. Examine the advantages, disadvantages, and limitations of this statistical method. By the end of this 1-hour 9-minute tutorial, master the Chi-Square test and its implementation across various platforms, enhancing your ability to analyze categorical data and draw meaningful conclusions from statistical experiments.
Syllabus
Introduction to Chi-Square Test.
What is Statistics?.
Population & Sample.
What is inferential statistics?.
Continuous Variables and Discrete Variables.
Hypothesis Testing.
Parametric and Non-Parametric Test.
Chi-Square Test.
Applications of Chi-Square Test.
P-Value.
Steps to Calculate Chi-Square Test.
Example.
Chi-Square Test using Excel.
Chi-Square Test using Python.
Chi-Square Test using R.
Feature selection using Chi-Square Test.
Advantages and Disadvantages.
Limitations of Chi-Square Test.
Summary.
Taught by
Great Learning
Related Courses
Artificial Intelligence for RoboticsStanford University via Udacity Intro to Computer Science
University of Virginia via Udacity Design of Computer Programs
Stanford University via Udacity Web Development
Udacity Programming Languages
University of Virginia via Udacity