Kubernetes Minikube #5 – Jenkins for CI/CD
DevOps / Kubernetes / MLOps

Kubernetes Minikube #5 – Jenkins for CI/CD

We are on a journey here to operationalise machine learning using Kubernetes.  Call it MLOps, DataOps, DevOps as you will.  Next stop is to lay the foundation for implementing CI/CD pipelines to move our assets safely through development, canary testing and production environments.  Let’s show that here by laying out a build/tag/promote cycle with Kubernetes, … Continue reading

Node.js with Redis Tutorial
DevOps / OpenShift

Node.js with Redis Tutorial

Yes you read that right – executing SparkR instructions from RStudio Server to a remote Apache Spark instance all hosted within a local OpenShift cluster instance. So saddle up and ride ole’ Roxy all the way! This lab is another in the OpenShift MiniLabs series. Objectives Let’s demonstrate executing SparkR workloads from an RStudio Server instance colocated together with an […]

Continue reading

SparkR with OpenShift
Data Science / DevOps / OpenShift / R

SparkR with OpenShift

Let’s set up a data science workbench on OpenShift (docker/kubernetes). The components will be an RStudio Server executing SparkR instructions to a remote Apache Spark instance, all hosted within a local OpenShift cluster instance. Examples include processing AWS S3 Bucket hosted data from Spark. So saddle up and ride ole’ Roxy all the way! This lab is another in … Continue reading