Data Science in Production: Packaging, Versioning and Continuous Integration - Florian Wilhelm
http://www.florianwilhelm.info/2018/01/ds_in_prod_packaging_ci/
http://www.florianwilhelm.info/2018/01/ds_in_prod_packaging_ci/
Florian Wilhelm
Data Science in Production: Packaging, Versioning and Continuous Integration
A common pattern in most data science projects I participated in is that it’s all fun and games until someone wants to put it into production. All of a sudden the crucial question is how to deploy your model, which version, how can updates be rolled out,…
My Notes about a Production-grade Ruby on Rails Deployment on Google Cloud Kubernetes Engine | AkitaOnRails.com
http://www.akitaonrails.com/2018/01/09/my-notes-about-a-production-grade-ruby-on-rails-deployment-on-google-cloud-kubernetes-engine
http://www.akitaonrails.com/2018/01/09/my-notes-about-a-production-grade-ruby-on-rails-deployment-on-google-cloud-kubernetes-engine
Akitaonrails
My Notes about a Production-grade Ruby on Rails Deployment on Google Cloud Kubernetes Engine | AkitaOnRails.com
I've been using Google Cloud with Kubernetes Engine for 2 months and change, from zero to production. Actually, it didn't take me a month to put it...
How To Establish a High Severity Incident Management Program
https://www.gremlin.com/how-to-establish-a-high-severity-incident-management-program/
https://www.gremlin.com/how-to-establish-a-high-severity-incident-management-program/
Gremlin
How To Establish a High Severity Incident Management Program
High severity incident management is the practice of recording, triaging, tracking, and assigning business value to problems that impact critical systems. The purpose of establishing a program is to enhance the customer experience by improving your infrastructure…
ECS ChatOps with CodePipeline and Slack – Keita's Blog
https://keita.blog/2018/01/01/ecs-chatops-with-codepipeline-and-slack/
https://keita.blog/2018/01/01/ecs-chatops-with-codepipeline-and-slack/
Keita's Blog
ECS ChatOps with CodePipeline and Slack
I’m currently working on migrating a Rails application to ECS at work. The current system uses a heavily customized Capistrano setup that’s showing its signs, especially when deploying …