MACHINE LEARNING
FOR SOFTWARE ENGINEERS

Naturally Curious

Welcome to Machine Learning for Software Engineers - a blog where I explore various ways that programmers, DevOps professionals and all other software professionals can participate in the AI revolution.

Explore

Our Recent Posts

kNative from Scratch - a failed attempt

Recording multi-track TD-50 Drums with Pro Tools

Notes on GPT-2 (345M) use with custom text

First attempt at KF .6.1

Kubeflow .6.1 came out 2 days ago as I start this blog. Let's see how an install attempt goes. So, as always - I will start by...

Changing the Fashion MNIST demo to use persistent volumes

Before I start this tale, let me say - all the initial testing below was done against the MiniKF virtual machine image of a full Kubeflow...

Working around Kubeflow .5.1 issue with Kubenetes 1.15

So, this morning I encountered a previously reported issue where the latest release of Kubeflow does not install onto the latest release...

Finding the Chicago Taxi Trips Demo Prediction Output

So, one of the key new demos for the San Jose demo at O'Reilly's Architecture Conference will be the Chicago Taxi fare estimator demo. ...

Putting my demo on Mini KF .5

A couple of months ago, I wrote some blog posts about the creation of a simple Kubeflow Pipelines demo, which is available on Github at...

The sad story of the Tensorboard Artifact viewer

So, one of the features I've been noticing about the pipelines as I've built them out has been the ability to serve up various artifacts...

Building a Kubeflow Pipeline Demo - Part Five

So, it all comes down to this... serving the model! URL's to be referenced are as follows... https://www.kubeflow.org/docs/pipelines/out...

Building a Kubeflow Pipeline demo - Part Four

Adding the evaluation step after the previous three parts turned out to be super easy. I was able to code the whole thing from scratch...

Building a Kubeflow Pipelines demo - Part Three

So, this step is really the meat of the process -- the actual training. Having said that, I am (perhaps overly optimistically) hoping...

Building a Kubeflow Pipelines demo - Part Two

So, the key to adding a second step to the pipeline I started in my previous blog will be reading the command line arguments where the...

13 4 5

Home: Blog

Home: Subscribe

CONTACT

500 Terry Francois Street San Francisco, CA 94158

derekmferguson@yahoo.co.uk

123-456-7890

Home: Contact

MACHINE LEARNINGFOR SOFTWARE ENGINEERS