Experimentation Platforms

An Overview of Experimentation Platforms.
Experimentation
Published

March 21, 2021

Books

Resources

Companies

Netflix

Microsoft

Twitter

Google

Facebook

Spotify

Tinder

LinkedIn

Uber

AirBnB

Instagram

Go-Jek

InstaCart

Pintrest

Conferences

SASS solutions

When you can’t run A/B Tests

Notes

2020 CODE@MIT Experimentation platforms

  • Gaussian processes
  • Multi touch attributions
  • Heterogenous treatment effect
  • Interaction effects
  • Overlapping experiments
  • What are potential over evaluation criteria ?
  • What are good guardrail metrics ?
  • run A/A tests.

Canary Deploys by using Experimentation platform to tell when you break guard rail metrics