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Forecasting Service scale out with Jupyter Notebooks in Visual Studio Code

May 5, 2020 May 5, 2020 05/5/20
Kieran Brantner-Magee
Visual Studio Code has an extension for running Jupyter Notebooks, which is a great tool for those of us interested in data analytics as it simplifies our workflows. In this article, I will show how to consume Azure data in a Jupyter Notebook using the Azure SDK. The problem I will be demonstrating builds a predictive model to anticipate ...

Enabling distributed tracing with the Azure SDK for Python

March 24, 2020 Mar 24, 2020 03/24/20
Adrian Hall
Todays topic is diagnostics with Python applications. I have a fairly complex application, and something is going wrong. Azure provides a capability within Azure Monitor called transaction monitoring that tracks a transaction (such as an API call) from your application all the way through to the service that fulfills the request. This is power

Authentication and the Azure SDK

February 25, 2020 Feb 25, 2020 02/25/20
Adrian Hall
How do your apps identify themselves to the cloud resources you are using? This is one of the most important considerations when building a cloud-native app. When you write a service, you should be able to take the same code and run it on your dev box and in any of the Azure clouds without code changes.