Meetup: Introduction to Online Experimentation and A/B Testing | Toronto

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Data Science Dojo Meetup

Ivey Tangerine Leadership Centre
130 King St W, Toronto, ON M5X 1K6, Canada

 

Understanding A/B testing, requires some very basic understanding (and intuition) of Statistics at 101 level. To keep the tutorial self-contained, I will first give an overview of stats fundamentals needed to understand A/B testing. Next, I will explain how A/B testing is done in an online business. In the end, I will mention some of the pitfalls that are common when running online experiments.

This tutorial will roughly be divided into these parts:

• Introducing A/B testing.

• The motivation for running an A/B test. Some examples of how A/B test results are often counter-intuitive. Obama for America campaign and other examples. Multivariate testing

• Statistics fundamentals for hypothesis testing: Null and alternate hypothesis, Factors and levels, confidence intervals, p-values, t-test, sample size, power, Type I and Type II error.

• Art of interpreting metrics: Short-term, medium-term and long-term metrics.

• Common fallacies and pitfalls

 

Intro to dplyr template 2 » Data Science Dojo

August 29, 2018 6:30 pm
6:30 pm — 8:30 pm (2h)

Canada, North America, Toronto

Arham Akheel, Raja Iqbal, Rebecca Merrett

RSVP