If you would like to set-up your own low budget Kubernetes cluster, do it as I did, with Rancher’s K3s.

Photo by Kent Pilcher on Unsplash

Not only Google provides a Kubernetes implementation as they invented it, but other companies as well. At the Cloud Native Computing Foundation you can find a list of Kubernetes programs certified by the CNCF. One of the companies providing such is Rancher which is providing two Open Source Kubernetes implementations, Rancher Kubernetes Engine (RKE) and K3s.

My reasons for choosing Rancher are: it is Open Source, Rancher’s web UI is great and they provide free online curses on Kubernetes and…


Do you remember the history of your ML experiments?

Would you like to be able to do so with only 2 lines of code?

This I already asked in my earlier post. Now the question is

Do you want your experiments to be hosted on your own system?

Photo by Antoine Petitteville on Unsplash

In my last post I showed you how to use a freely accessible ClearML-server, provided by the maintaining company of ClearML, to host your Machine Learning projects and experiments.

Once you start using this platform to manage your ML/DL work you will notice, that it is more than just a storage of…


Do you remember the history of your ML experiments?

Would you like to be able to do so with only 2 lines of code?

Photo by Thomas Tucker on Unsplash

In simple words, the work of a Data Scientist includes implementing, performing, analyzing, comparing, optimizing, etc. tasks handling big amount of data trying to generate models usable for classification, clustering or prediction.

Doing this generates output in form of logs, graphics, metrics, etc. of different format. The code itself is changing continuously, as the processing pipeline is improving and/or different ideas are been implemented. Every change in code results in running a new experiment generating new…


Recently I read about the Windows Subsystem for Linux in version 2 where I even did not know about it in version 1.

Photo by Tim Mossholder on Unsplash

As the most people I’m working in my business life on Windows. I’m a fan of all the MS Office tools, but as I’m using Linux on my private system which I don’t want to miss any more, MS Office was not available for my in private life. …

Wasilios Goutas

Dipl. Ing. Technische Informatik, SW Project Manager, Data Scientist

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