Kubernetes Minikube #5 – Jenkins for CI/CD

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We are on a journey here to operationalise machine learning using Kubernetes.  Call it MLOps, AIOPs, 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 […]

Data Science

NUC with (external) GPU – a Big Little ML Rig

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eGPU obsessives might like this. We are going to set up an Intel® NUC Kit NUC6i7KYK (Skull Canyon) connected via Thunderbolt 3 (USB Type-C) cable to an eGPU as the AORUS GTX 1080 Gaming Box running Linux (Ubuntu 17.04).  But wait there’s more. Then we are going to install the CUDA and cuDNN libraries to […]