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Google

A/B Testing

Google via Udacity

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

Reviews

2.8 rating, based on 6 Class Central reviews

4.8 rating at Udacity based on 19 ratings

Start your review of A/B Testing

  • Anonymous
    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…
  • Anonymous
    I completed the course and didn't receive a certificate because it is a free course - Disappointing!
  • Anonymous
    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!
  • Klaas Naaijkens
    9
  • Rafael Prados
    8
  • Wenjingyue

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