Practical A/B Testing

48mIntermediate2024-05-06

Authors

Oluchukwu Okpala

Software Engineer

Course details

A/B tests, when done correctly, can give you valuable insights into your data and transform your digital products. In this course, learn how to set up A/B tests with tech expert Oluchukwu Okpala. Join Oluchukwu as she explains the basics of A/B testing, its key benefits to digital projects, and its common applications. Learn how to set objectives and measurement indicators for your tests, define your control and treatment groups, and determine variables to test. Plus, find out about the proper ways to set up tests and assign participants and how to analyze and interpret the results of your testing. Finally, Oluchukwu explains some strategies for iterating and optimizing your tests.

Skills covered

VWOWingifyProjectData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and Tools

Concepts

Intro

01 - Learning about practical A B testing

1. Introduction to A B Testing

02 - What is A B testing
03 - Benefits and importance of A B testing
04 - Real-world applications of A B testing
05 - Key concepts and terminology

2. Defining Objectives and Hypotheses

06 - Setting clear objectives and goals
07 - Setting clear and measurable key performance indicators (KPIs)
08 - Defining the control group and treatment group(s)

3. Implementing A B Testing

09 - Choosing a testing platform or tool
10 - Integrating testing tools with your webapp
11 - Creating the test groups
12 - Testing duration and collecting data

4. Analyzing and Interpreting Test Results

13 - Statistical analysis of A B test data
14 - Interpreting results and drawing conclusions
15 - Validating results and addressing limitations

Conclusion

16 - Recap of A B test course setup process
17 - Reviewing key concepts and takeaways