A/B Testing "Real-Life" Example: A Step by Step Walkthrough | Data Science Interview
This is a comprehensive walkthrough of an A/B testing example. I will go through the details of designing A/B testing experiments, running experiments and interpreting results. The idea is inspired by the book Trustworthy online controlled experiments, a practical guide to A/B testing. I'm sure it will be extremely helpful for data science interview preparation.
Part 1 of the tutorial:
https://www.youtube.com/watch?v=VpTlNRUcIDo
Derivation of sample size equation:
https://www.youtube.com/watch?v=JEAsoUrX6KQ
Timestamps
0:00 Intro
1:00 Background
2:02 Prerequisites
5:50 Experiment design
11:08 Result to decision
Видео A/B Testing "Real-Life" Example: A Step by Step Walkthrough | Data Science Interview канала Data Interview Pro
Part 1 of the tutorial:
https://www.youtube.com/watch?v=VpTlNRUcIDo
Derivation of sample size equation:
https://www.youtube.com/watch?v=JEAsoUrX6KQ
Timestamps
0:00 Intro
1:00 Background
2:02 Prerequisites
5:50 Experiment design
11:08 Result to decision
Видео A/B Testing "Real-Life" Example: A Step by Step Walkthrough | Data Science Interview канала Data Interview Pro
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