AB Testing&Canary Deployments

Kubernetes Canary Deployment #1 Gitlab CI

Level Up Coding

We will use a manual approach and alter/create core-Kubernetes resources to perform a Canary deployment. This is mainly for understanding how a Canary deployment works, there are better ways…

Canary releases

Software Architecture with C plus plus

The simplest way to not have all your service instances fail after an update is often, well, not updating all of them at once. That's the key idea behind the incremental variant of blue-green deployme...

All you should know about AB testing

Towards Data Science

All steps you should know to run the AB test correctly. In the rapidly changing data world, AB testing is a tool that helps the Product team test hypotheses and makes data-driven decisions rather tha...

AB testing in Game — analyze using Pty

Analytics Vidhya

AB testing is a popular way to experiment with changes in websites, games, etc. We can see the result in a short time and make decisions accordingly. I recently took several statistics thinking using…...

Deployment Strategies

Level Up Coding

When it comes to deployment, one major question you may have is what deployment pattern (strategy or type) I should pick. Some of the strategies are quick to implement but have a lot of downsides, whi...

A practical guide to A/B Testing in MLOps with Kubernetes and seldon-core

Towards Data Science

A Practical Guide to A/B Testing in MLOps with Kubernetes and seldon-core How to set up a containerized microservice architecture to run A/B tests Photo by Jens Lelie on Unsplash Many companies are u...

A/B Testing -Implementation -2

Python in Plain English

[IF YOU WANT TO READ MY FIRST ARTICLE , https://medium.com/python-in-plain-english/a-b-testing-implementation-2aeea5f26985 ] A/B testing, also known as split testing, is a statistical method utilized…...

Seasoning your AB testing experiments

Towards Data Science

How can salt help you with experiments? Photo by Manuel Asturias on Unsplash AB testing is one of the most well-known methods to measure the effect of new features’ implementation. The main idea is t...

How I Used Python, MLflow, and FastAPI to Automate Smarter Rollouts(Part-I)

Level Up Coding

AI-Driven Canary Deployments and Anomaly Detection in Production Continue reading on Level Up Coding

A/B Testing: The Case Study!

Towards Data Science

My previous blog gives a basic idea of what exactly is A/B testing. From the positioning of images on pages, to the checkout process, we are staunch advocates of A/B Testing. Knowledge of a concept…

Load Testing Automation on Oracle Developer Cloud Service using Artillery

Oracle Developers

This blog covers the Load testing automation of a REST service using a load test framework called Artillery, on Oracle Developer Cloud Service. The Nodejs based REST application will be deployed on Or...

Unlocking Peeking in AB-Tests

Towards Data Science

How Experimentation Platforms like Optimizely leverage Sequential Testing to ignore one of the most fundamental Principles in AB-Testing.