Training

A/B Testing and Experiments

Two-Day Training

Experiments the Right Way

Have you ever wondered how Google chooses a color for its home page? How do they decide between two variations? In business, how can you know if changing something will improve it or not? The two-day A/B Testing and Experiments training will teach you everything you need to know to successfully run your own experiments.

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This online course is perfect for

Data Scientists and Analysts who work in organizations that use testing and want to professionalize experiments. Familiarity with statistics is required, as well as basic experience with Python. If you’re not quite there yet, we recommend the Python Essentials course as preparation for this training.

What will you learn during A/B Testing and Experiments?

After this training, you will know how to set up and validate an A/B test and confidently explain the statistics behind it to colleagues and management. You will also learn best practices for replicating experiments in your own organization.

The Program

The program consists of both theory and hands-on exercises.

Day 1:

  • Setting up experiments
  • How to determine the success of your experiment

Day 2:

  • How to determine the minimum sample size
  • How to apply bootstrapping
  • Multi-armed bandit algorithms
  • A fun game to go hands-on with experimentation

You will be redirected to the Xebia Academy Website for registration

Course details

You will learn:

  • What to do before running an experiment
  • How to split the population across your experiment
  • How to determine the right metric for your experiment
  • Experiment pitfalls and how to avoid them
  • How to run multiple experiments at the same time
  • How long to run an A/B test
  • Why stopping early is a bad idea
  • How to bootstrap to estimate uncertainties

Download Training brochure

Download the GoDataDriven brochure for a complete overview of available training sessions and data engineering, data science, and analytics translator learning journeys.

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Availability

Training Formats

This training is available in the following formats:

In-Company Classroom

In-Company training is perfect for groups of 6 or more. The training takes place online, at your office, or at one of our modern training facilities.

Online Virtual Classroom

Virtual Classrooms provide you with an interactive environment to effectively develop your skills, right from the comfort of your own home or office.

Data Science Learning Journey

This data science learning journey is available for any data professional. Our extensive training programs are designed to develop your skills from junior to senior.

Our curriculum teaches you new skills and empowers you to stay ahead professionally. We offer solid fundamentals that apply to practical Python courses, whether you are a beginner or an advanced user. We also offer courses on Spark, R, and Deep Learning.

We’ve experienced first hand what works and what doesn’t through our consulting business, and we pass that knowledge on to you through our education business. You learn all the ins and outs of the data science models most seen in the field, in a fast-paced classroom training that ups your game.

Click here for more information about the Learning Journey for Data Scientists

Data Science Learning Journey

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Any questions? Please get in touch!

Contact Gert-Jan Steltenpool, our Sales Director, if you want to know more. He’ll be happy to help you!