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on
1
Intro
2
Agenda
3
Background in Clinical Trials
4
What is A/B Testing?
5
Obama 2012 Campaign
6
Testing Call-to-Action Button
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Testing Navigation Bar
8
Jocelyn or Michael?
9
Away Find - Mobile notifications for priority messages
10
Online Form
11
CALIFORNIA CLOSET
12
Why We Use A/B Testing
13
Multi-Variate Testing
14
A/B Testing vs Multivariate Testing
15
Control and Treatment
16
Metrics Used For A/B Testing
17
Null vs Alternate Hypothesis
18
Type I and Type II Error
19
The Cook and Smoke Detector
20
The Boy Who Cried Wolf
21
Confidence Interval Intuition
22
Calculating Confidence Interval
23
Steps in Experimentation
24
Categories of Metrics
25
A/B Testing Tools
26
Questions?
Description:
Explore online experimentation and A/B testing in this comprehensive one-hour meetup. Gain a solid foundation in statistical fundamentals essential for understanding A/B testing, and learn how it's applied in online businesses. Discover the differences between A/B testing and multivariate testing, and understand key concepts such as control groups, treatment groups, hypothesis testing, and confidence intervals. Delve into metric evaluation, segmentation, and common pitfalls in running online experiments. Led by Artem Kopelev, an analytics expert with experience in healthcare research, health insurance, and local government, this talk provides valuable insights for anyone interested in data-driven decision making in digital environments.

Online Experimentation and AB Testing

Data Science Dojo
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