Liwaiwai Liwaiwai
  • /
  • Artificial Intelligence
  • Machine Learning
  • Robotics
  • Engineering
    • Architecture
    • Design
    • Software
    • Hybrid Cloud
    • Data
  • About
  • /
  • Artificial Intelligence
  • Machine Learning
  • Robotics
  • Engineering
    • Architecture
    • Design
    • Software
    • Hybrid Cloud
    • Data
  • About
Liwaiwai Liwaiwai
  • /
  • Artificial Intelligence
  • Machine Learning
  • Robotics
  • Engineering
    • Architecture
    • Design
    • Software
    • Hybrid Cloud
    • Data
  • About
  • Data
  • Programming

PyCon 2019 | Beyond Two Groups: Generalized Bayesian A/B[/C/D/E…] Testing

  • July 8, 2019
  • admin

PyCon 2019 | Beyond Two Groups: Generalized Bayesian A/B[/C/D/E…] Testing


Partner with liwaiwai.com
for your next big idea.
Let us know here.


cyberpogo

Speaker: Eric Ma

 

Bayesian A/B testing has gained much popularity over the years. It seems, however, that the examples stop at two groups. This begs the questions: should we not be able to do more than simple two-group, case/control comparisons? Is there a special procedure that’s necessary, or is there a natural extension of commonly-used Bayesian methods?

In this talk, I will use life-like, simulated examples, inspired from work and from meeting others at conferences, to show how to generalize A/B testing beyond the rigid assumptions commonly highlighted. Specifically, I will show two examples, one involving Bayesian estimation on click data on a website, and another on 4-parameter dose-response curves.

There will be plenty of code from the modern PyData stack, involving the use of PyMC3, pandas, holoviews, and more.

 

Slides can be found at: https://speakerdeck.com/pycon2019 and https://github.com/PyCon/2019-slides

Read More  Bard Now Helps You Code

Our humans need coffee too! Your support is highly appreciated, thank you!

admin

Related Topics
  • Bayesian Methods
  • PyCon
  • PyData
  • Python
You May Also Like
View Post
  • Data
  • Machine Learning

Effective Management Of Data Sources In Machine Learning

  • May 29, 2023
View Post
  • Artificial Intelligence
  • Data
  • Machine Learning

Faster Together: How Dun & Bradstreet Datasets Accelerate Your Real-Time Insights

  • May 24, 2023
View Post
  • Data
  • Engineering
  • Machine Learning

3 Essential Concepts Data Scientists Should Learn From MLOps Engineers

  • May 23, 2023
View Post
  • Artificial Intelligence
  • Programming

How To Build An AI-generated Procedural Application

  • May 22, 2023
View Post
  • Data
  • Programming
  • Software

The Top 10 Data Interchange Or Data Exchange Format Used Today

  • May 17, 2023
View Post
  • Artificial Intelligence
  • Data
  • Platforms
  • Technology

Cloudflare’s R2 Is The Infrastructure Powering Leading AI Companies

  • May 16, 2023
View Post
  • Artificial Intelligence
  • Data
  • Public Cloud

SAP And Google Cloud Expand Partnership To Build The Future Of Open Data And AI For Enterprises

  • May 13, 2023
View Post
  • Artificial Intelligence
  • Machine Learning
  • Programming

Running ML Models Now Easier With New Dataflow ML Innovations On Apache Beam

  • May 4, 2023

Leave a Reply

Your email address will not be published. Required fields are marked *

Stay Connected!
LATEST
  • 1
    Introducing 100K Context Windows
    • May 30, 2023
  • 2
    Sandvik unveils the Impossible Statue – an AI-enabled collaboration between Michelangelo, Rodin, Kollwitz, Kotaro, Savage and Sandvik
    • May 30, 2023
  • 3
    Effective Management Of Data Sources In Machine Learning
    • May 29, 2023
  • 4
    How Auditoria.AI Is Building AI-Powered Smart Assistants For Finance Teams
    • May 29, 2023
  • 5
    G7 2023: The Real Threat To The World Order Is Hypocrisy.
    • May 28, 2023
  • 6
    AI Coming To The PC At Scale
    • May 27, 2023
  • 7
    Build Next-Generation, AI-Powered Applications On Microsoft Azure
    • May 26, 2023
  • 8
    Faster Together: How Dun & Bradstreet Datasets Accelerate Your Real-Time Insights
    • May 24, 2023
  • 9
    5 Skills Every Successful MLOps Engineer Should Have
    • May 24, 2023
  • 10
    London & UK Is The Best For International Students! You Have Been Warned.
    • May 23, 2023

about
About
Hello World!

We are liwaiwai.com. Created by programmers for programmers.

Our site aims to provide materials, guides, programming how-tos, and resources relating to artificial intelligence, machine learning and the likes.

We would like to hear from you.

If you have any questions, enquiries or would like to sponsor content, kindly reach out to us at:

[email protected]

Live long & prosper!
Most Popular
  • 1
    Wipro Expands Google Cloud Partnership To Advance Enterprise Adoption Of Generative AI
    • May 23, 2023
  • 2
    Google Cloud Launches AI-Powered Solutions To Safely Accelerate Drug Discovery And Precision Medicine
    • May 16, 2023
  • 3
    Huawei And Partners Announce Yucatan Wildlife Conservation Findings
    • May 18, 2023
  • 4
    Cloudflare’s R2 Is The Infrastructure Powering Leading AI Companies
    • May 16, 2023
  • 5
    TCS Announces Generative AI Partnership With Google Cloud And New Offering For Enterprise Customers
    • May 22, 2023
  • /
  • Artificial Intelligence
  • Explore
  • About
  • Contact Us

Input your search keywords and press Enter.