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