I recently needed to sync a GitHub repo I forked to the latest status of the original fork. This is easy to do, but you have to know which buttons to push. To start, open the forked repo in Github. You should see a mention that this branch is behind the original branch. Next to […]
Author: nillsf
Tuning / regularizing common linear regressions and classifiers in scikitlearn
If you read my article in January about my personal development goals, you might have seen that I’m working to achieve the DP-200 certification. During the learning process for DP-200, I learned that I lacked certain basic knowledge about how to do data engineering / data science in Python. For that reason, I decided to […]
Accessing Key Vault Secrets in Kubernetes using the Key Vault CSI driver
Note: There’s a new post available combining CSI driver + AAD pod identity. When you store secrets in a Kubernetes cluster, by default those are stored in the etcd database within the master nodes. The same is true for secrets stored in an AKS cluster on Azure. The best practice for storing secrets is to […]
Using Form Recognizer to recognize custom forms
One of my learning goals for this half year was to learn more about AI. Although I’m focusing my learning mainly on low-level AI (Python, ML, Data Science), I was pretty happy to get involved in a customer project using the Microsoft Form Recognizer. This blog post will cover the Form Recognizer and it’s functionality. […]
Using Azure Resource Graph to optimize your scripts
I had to get some data out of a large Azure environment yesterday. What I needed was a quick way to get all machines of a certain size. Typically, I would have used Azure Powershell or Azure CLI to get this done. Create a loop over all resource groups, get all the resources in the […]