Overview
This course will cover the design and analysis of A/B tests, which are online experiments used throughout tech industry by companies like Google, Amazon, and Netflix.
Syllabus
- Overview of A/B Testing
- Learn about what A/B testing is and what it can be used for.
- Policy and Ethics for Experiments
- Find out how to ensure experiment participants are adequately protected, and learn what questions you should be asking regarding the ethicality of experiments.
- Choosing and Characterizing Metrics
- Learn how to choose and validate metrics to use in your experiment.
- Designing an Experiment
- Learn about how to design an A/B test.
- Analyzing Results
- Learn about how to analyze the results of your experiments.
Taught by
Caroline Buckey, Carrie Grimes and Diane Tang
Tags
Reviews
2.8 rating, based on 6 Class Central reviews
4.8 rating at Udacity based on 19 ratings
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The lecturers explain the concept of A/B testing quite well and I could get a good grasp of the material. The course is a mix of lessons and quizzes, topped off by a final project. The quizzes were at the right level of difficulty, and the subsequen…
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I completed the course and didn't receive a certificate because it is a free course - Disappointing!
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This class is really hard to follow and understand. I don't like the format of having the three lecturers talk things through in a Q&A format. One, because some of the interactions are really awkward and hence distracting. Two, the structure format is hard to capture.
This class also brushes over a lot of the statistics concept and how they get to certain steps. Really just gives you an overview of A/B Testing. I'm very disappointed! -
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