Automate and manage your cloud-native, hybrid, and even on-premises resources using PowerShell. Eamon O’Reilly, who’s leading the efforts at Microsoft for serverless automation, shows you how to get started.

If you’re new to Azure Functions, this is Microsoft’s event-driven serverless compute in Azure. You can execute code or a script, allowing you to automate rules, configuration, and processes. Because it’s on demand, you only pay for the exact time needed to run that function- right down to the second.

Databricks just streamed this workshop on managing the machine learning lifecycle with MLflow

Workshop 1 of 3 | Introduction to MLflow: How to Use MLflow Tracking

Level: Beginner/Intermediate Data Scientist or ML Engineer

Details: This workshop is an introduction to MLflow. Machine Learning (ML) development brings many new complexities beyond the traditional software development lifecycle. Unlike in traditional software development, ML developers want to try multiple algorithms, tools and parameters to get the best results, and they need to track this information to reproduce work. In addition, developers need to use many distinct systems to productionize models.

DocFX is an open source, static site generator that can produce documentation from source code as well as Markdown files.

In this episode of On .NET, Den Delimarsky comes on to show us how to get started with using DocFx to create our down documentation.     

Time Index:

  • [00:49] – What does the Microsoft Docs team work on?
  • [01:44] – What does DocFX do?
  • [03:11] – Where to get started?
  • [04:08] – Creating a new DocFx project with the CLI
  • [12:42] – What are some other uses for DocFx?

Useful Links