Your Azure solution is nearing production. The final thing you need to solve is how to monitor your app performance and availability, and how to get notified of potential problems. This is a quickstart to monitoring on Azure. In a nutshell The below image shows the monitoring and alerting pipeline used on Azure. The similar structure [...]
Face recognition has become a commodity, you can now get it off the shelf. If your app needs to find faces, identify persons, detect age, gender, or other facial features, there's an API you can subscribe to, and just start doing it. My company WildCode is currently looking for preview customers [...]
Your Python flask web application now works on your machine. Your company has a cloud-first policy, so your next step would be to publish your app on the cloud. With Python apps, you first package your app on a docker container image, push it up to a container registry and then run on any of the [...]
It's time to celebrate! All the tests on your data scientist workstation prove that this is really it: Your machine learning model finally makes excellent predictions about the future, classifies the input text/images to right categories, or does something else your model is supposed to do. Day after the celebrations your project manager asks you how [...]
