Kubernetes Minikube #4 – R/RStudio Server with Tensorflow on (external) GPU
Data Science / GPU / Kubernetes / Machine Learning / MLOps / R / tensorflow

Kubernetes Minikube #4 – R/RStudio Server with Tensorflow on (external) GPU

As a Data Scientist, I want to work on an RStudio Server image managed by Kubernetes with GPU capability. The motivation for doing this is that I can then access a machine learning rig that is 1) scale invariant (same from desktop to Cloud), 2) leverages Kubernetes for scheduling and 3) taps me into the … Continue reading

Kubernetes Minikube #3 – Jupyter, Tensorflow with (external) GPU
Data Science / GPU / Kubernetes / Machine Learning / MLOps / tensorflow

Kubernetes Minikube #3 – Jupyter, Tensorflow with (external) GPU

Kubernetes scheduling a pod to a node with GPU resources to run a Jupyter notebook container demonstrating a python/tensorflow-gpu based application. All from a local Intel NUC machine using an eGPU. Yeah, we can do that. In this blog we take the NUC with eGPU – a Big Little ML Rig which we built earlier to the … Continue reading