Recent articles filed under Machine Learning

How to debug Airflow DAGs in VSCode

Created 9/10/2022 6:02:00 PM
Filed in Machine Learning

After last week's success setting up Apache Airflow I figured it would be nice to have a development setup so I can debug my own stuff. In this post, we'll look at how you can use VSCode to setup debugging for your Airflow DAGs.

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How to deploy Airflow with Kubernetes and GIT

Created 9/8/2022 7:04:31 PM
Filed in Machine Learning

When I started working on MLOps a couple of years ago I ran into Azure Machine Learning first, because that's what the community around me was using. Turns out, it's not the only product out there. I already knew this, but I Ignored other products because we were happy with Azure ML at the time. This may sound like I'm no longer happy with Azure ML and want to move away. But that's not what this is about. I think you should always explore other technology options from time to time. That's why I'm trying out Airflow on Kubernetes.

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