Advanced material. Assumes 200-level knowledge, in-depth understanding of features in a real-world environment, and strong coding skills. Provides a detailed technical overview of a subset of product/technology features, covering architecture, performance, migration, deployment, and development.

Call Azure AD protected Functions from Single Page App

By |2020-10-14T11:37:42+03:00February 13th, 2020|Categories: Modern apps|Tags: |

This article shows how to call Azure AD protected Functions from Single Page Application (SPA). The task seems trivial, but you can easily spend days finding up-to-date instructions. This article is updated 14.10.2020 to use the MSALv2 library and the conventions on how to register your apps on Azure AD to get this working. Solution overview [...]

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Run Python Web Apps on Azure

By |2020-02-14T13:23:36+02:00November 1st, 2018|Categories: Modern apps|Tags: |

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 [...]

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Publish Your Machine Learning Model

By |2020-02-14T13:23:08+02:00October 24th, 2018|Categories: AI and Analytics|Tags: |

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 [...]

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