A/B Testing and Experiments

8 October, 2024Virtual

4 days
Virtual
Data Analytics

In business, it’s important to know if changing something will improve it or not. When Google chooses a color for its home page, it uses experiments to decide between two variations. This two-day A/B Testing and Experiments training will teach you everything you need to know to successfully run your own experiments using Python.

Book this training

Book now

Looking to upskill your team(s) or organization?

Rozaliia will gladly help you further with custom training solutions for your organization.

Rozaliia Khafizova
Data and AI Training Advisor


+31 6 11 58 19 37

Rozaliia.Khafizova@xebia.com
linkedin.com/in/rozaliya-k

Get in touch

Duration

4 days

Time

09:00 – 13:00

Language

English

Lunch

Included

Certification

No

Level

Foundation

What will you learn?

After the training, you will be able to:

Design and conduct experiments in Python

Convey statistical results to stakeholders

Analyze results of experiments using multiple statistical frameworks

Avoid common pitfalls that can invalidate your experiments

Program

  • Why do A/B testing?
  • How to design an experiment: splitting the groups, avoiding biases, determining the right metrics and design.
  • Preventing common pitfalls in A/B tests
  • Classical hypothesis testing using frequentist statistics
  • How long to run an A/B test and why early stopping is a bad idea
  • Hypothesis testing using Bayesian statistics
  • Bootstrapping
  • Multi-armed bandit algorithms for real-time A/B testing

This training is for you if…

You are interested in conducting and analyzing experiments using statistics

You want to dive deeper into A/B testing and statistical analysis, even if you already have some experience

This training is not for you if…

You don’t want to do any statistical tests and are only interested in A/B testing basics (check out our Innovation Through Experiments training instead)

You are not familiar with Python (check out our Python for Data Analysts course if you want to learn Python)

Why should I follow this training?

Make confident,
data-driven decisions

Hands-on training with real life examples – learn today apply tomorrow!

Professionalize your approach to testing and experimentation

What else
should I know?

After registering for this training, you will receive a confirmation email with practical information. A week before the training, we will ask you about any dietary requirements and share literature if you need to prepare.

See you soon!

This course requires a laptop. The hands-on labs are run in an online environment, eliminating the need to install software. 

As this is a live-virtual class, you will have to take care of your own lunch and accommodation. 😉 

All literature and course materials are included in the price.  

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