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#ci-cd
Introduction I have been consulting in web and mobile development for more than 10 years now. I have contributed to the development of literally hundreds of websites and mobile apps. One component, wh…
DevOps principles, and CI/CD specifically, are generally presented as a way to more efficiently run a software development organization. While I hold the belief that CI/CD is more efficient and effect…
If you self-host CI/CD runners for GitHub or GitLab, you may face a "full disk" problem. One of the reasons is Docker images. The runners will build Docker images before pushing them to a hub. At some…
The scope of an ML practitioner's duties stops after they have created an ideal ML model, regardless of whether they used the CRISP-DM technique or an AutoML methodology. The ML practitioner simply hands the model off to the various teams i…
We know that rich test data helps exposes problems in our code, and we know that there is no richer real world data than actual real world data. So, why won't we test using production datasets? Well, for one, doing so is tedious. It typical…
Getting Started with Github-actions 💫 Introduction to CI/CD 😕 In early time when Git and Github-actions were not present, software engineers manually test their code and then depoly their project on…
It is very easy to use GitHub actions to implement a CI/CD pipeline as it is Beginner friendly. This article is divided into 3 main parts. Prerequisites: AWS account(admin access) GitHub Account Git …
Azure Synapse Analytics is a data services tool that provides data integration, warehousing, and analytical functionality. Microsoft has included source control as part of Synapse using Git, allowing …
With the recent news Heroku stopped their Free tier which allowed to host a lot of web services for free for hobbyists, especially around development or POC (Proof of Concept) times or side projects l…
Before we get into the discussion (read: controversy) on whether unit tests should touch the DB, let me tell you it is not required that your unit tests cannot touch the database. It depends on your t…
