List: Culture of Experimentation | Curated by Leihua Ye, PhD

Dec 19, 2024

14 stories

2 saves

Culture of Experimentation
Xavier Gumara Rigol
How to Choose the Right Metrics for Your Experimentation PlatformHow collecting the right Experimentation Platform metrics will help you strengthen your experimentation culture and unlock new learnings.
Oct 17, 2023
1
Oct 17, 2023
1
In
Booking.com Data Science
by
Melanie Mueller
Meta-experiments: Improving experimentation through experimentationAt Booking.com, we are proud of our data-driven culture. A hallmark of this is our extensive use of A/B testing everywhere in the company…
Jun 25, 2024
1
Jun 25, 2024
1
In
Booking Product
by
Christophe Perrin
Why we use experimentation quality as the main KPI for our experimentation platformWritten by Christophe Perrin, Melanie Mueller, and Lukas Vermeer.
May 12, 2021
May 12, 2021
In
Lyft Engineering
by
Alexis
Creating a culture for Learning & Development at Lyft (for Data and Science)By Alexis Weill and Martin Yamane
Dec 8, 2020
Dec 8, 2020
In
SEEK blog
by
Sam Brilleman
10 Lessons from Building an Experimentation PlatformExperimentation platforms enable efficient and reliable AB testing across an org — but building one is no trivial undertaking
Apr 16, 2023
1
Apr 16, 2023
1
In
Meta Analytics Blog
by
Analytics at Meta
Estimating the long-run value we give to our users through experiment meta-analysisWe are part of the Facebook Feed Analytics team and we wanted to share methodologies that we’ve developed at Meta around how we create…
Feb 16, 2022
6
Feb 16, 2022
6
In
Netflix TechBlog
by
Netflix Technology Blog
How Product Teams Can Build Empathy Through ExperimentationA conversation between Travis Brooks, Netflix Product Manager for Experimentation Platform, and George Khachatryan, OfferFit CEO
Oct 12, 2022
1
Oct 12, 2022
1
In
The Airbnb Tech Blog
by
Jeff Feng
How Airbnb Democratizes Data Science With Data UniversityBy Jeff Feng, Erin Coffman & Elena Grewal
May 24, 2017
19
May 24, 2017
19
In
TDS Archive
by
Davis Treybig
The Experimentation GapHow statistical decision making has evolved, yet most companies haven’t kept up
Feb 2, 2022
16
Feb 2, 2022
16
In
The Airbnb Tech Blog
by
Lindsay M Pettingill
4 Principles for Making Experimentation CountExperimentation is hard work
Mar 21, 2017
11
Mar 21, 2017
11
In
Statsig
by
Vineeth Madhusudanan
Democratizing ExperimentationExperiment Review Best Practices
Mar 20, 2022
Mar 20, 2022
In
Lime Engineering
by
Kamya Jagadish
Experimentation Analysis at LimeInaccurate experimentation analysis leads to suboptimal business decisions. As Lime grows, the importance of standardized experiment…
Jul 18, 2020
Jul 18, 2020
In
disney-streaming
by
Diana Jerman
Disney Streaming Embraces 3 Key Tenets of ExperimentationWhen conducting experiments that can impact millions of guests, you need tools that are easy to use, help guide good experimental design…
Jan 4, 2022
Jan 4, 2022
In
disney-streaming
by
Sidhant Bakhru
HOW WE SCALED EXPERIMENTATION AT HULUBy
Sidhant Bakhru, Principal Product Marketing Manager
Moe Lotfy, Principal Product Analytics Manager
May 27, 2021
2
May 27, 2021
2

Culture of Experimentation

How to Choose the Right Metrics for Your Experimentation Platform

How collecting the right Experimentation Platform metrics will help you strengthen your experimentation culture and unlock new learnings.

Meta-experiments: Improving experimentation through experimentation

At Booking.com, we are proud of our data-driven culture. A hallmark of this is our extensive use of A/B testing everywhere in the company…

Why we use experimentation quality as the main KPI for our experimentation platform

Written by Christophe Perrin, Melanie Mueller, and Lukas Vermeer.

Creating a culture for Learning & Development at Lyft (for Data and Science)

By Alexis Weill and Martin Yamane

10 Lessons from Building an Experimentation Platform

Experimentation platforms enable efficient and reliable AB testing across an org — but building one is no trivial undertaking

Estimating the long-run value we give to our users through experiment meta-analysis

We are part of the Facebook Feed Analytics team and we wanted to share methodologies that we’ve developed at Meta around how we create…

How Product Teams Can Build Empathy Through Experimentation

A conversation between Travis Brooks, Netflix Product Manager for Experimentation Platform, and George Khachatryan, OfferFit CEO

How Airbnb Democratizes Data Science With Data University

By Jeff Feng, Erin Coffman & Elena Grewal

The Experimentation Gap

How statistical decision making has evolved, yet most companies haven’t kept up

4 Principles for Making Experimentation Count

Experimentation is hard work

Democratizing Experimentation

Experiment Review Best Practices

Experimentation Analysis at Lime

Inaccurate experimentation analysis leads to suboptimal business decisions. As Lime grows, the importance of standardized experiment…

Disney Streaming Embraces 3 Key Tenets of Experimentation

When conducting experiments that can impact millions of guests, you need tools that are easy to use, help guide good experimental design…

HOW WE SCALED EXPERIMENTATION AT HULU

By Sidhant Bakhru, Principal Product Marketing Manager Moe Lotfy, Principal Product Analytics Manager

Leihua Ye, PhD