ARM templates are a great way to deploy infrastructure to Azure. The issue however is that sometimes, you need to do something that is not supported in a template. Think about executing an Azure Function when the template completes, or updating a config file in blob storage / some table. There is a new preview […]
Setting up a Private Link service as a service provider
Azure Private Link allows you to connect to public services over a private connection. I have already written about using Private Link with blob and the Azure Kubernetes Service. You can also use Private Link to expose your own custom services, and act as a service provider. This means you would build a service in […]
A year of consistent blogging in review
A year ago I started blogging consistently at about a weekly pace. The result, 61 unique posts, most recently 4000 monthly views and the opportunity to co-author a book. via GIPHY In this post I wanted to review this year in blogging, and share what I learnt. And I hope this motivates you to start […]
Confusion matrix, accuracy, recall, precision, false positive rate and F-scores explained
When building a machine learning model, it’s important to measure the results of your model. Typically, you split a dataset into a training dataset and a test dataset. The training dataset is used to train your model, while the test dataset is used to measure the performance of your model. A commonly used method to […]
How to sync a GitHub fork
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 […]