Microsoft announced the Azure Machine Learning studio web experience is generally available.

The company yesterday (July 8) announced the advancement to GA, with a bevy of new features touching upon Notebooks functionality, the designer, experiment enhancements, new modules and more.

The Azure Machine Learning Studio was introduced way back in 2014. The new web offering helps developers build and train custom models, and then deploy and manage them to the cloud or edge, while monitoring performance and retraining as needed. It uses Automated ML, a Designer, and Python Notebooks coding to run sample experiments.

Among the plethora of new features added are:

New capabilities boost: IntelliSense, checkpoints, tabs, editing without compute, updated file operations, improved kernel reliability, and more.

Microsoft yesterday said it's integrated in Azure Machine Learning to store and track models fairness (disparity) insights in Azure Machine Learning studio and easily share their models’ fairness learnings among different stakeholders.

New functionality in the GA offering includes a graph engine, with new-style modules, asset library, output settings.

  More about Azure Machine Learning can be found at the main web site.

David Ramel is an editor and writer for Converge360.

The red-hot Blazor project has been burning through the Microsoft-centric web-dev world with its brand-new C#-based experience, but does the hype match the reality?

"Not only you will get improved auto complete suggestions when writing Python code in notebook files, but you will also be able to leverage refactoring features such as extract variable, extract method as well as auto imports."

Dr. James McCaffrey of Microsoft Research updates previous tutorials with new, cutting-edge deep neural machine learning techniques.

The microservices architectural style is one of the foundational pillars of today's cloud-native development world, along with modern design, containers, backing services and automation.

Despite August being a popular month for Visual Studio Code engineers to vacation, the dev team managed to churn out a bunch of new features in the regular monthly update, bringing the lightweight, open source-based, cross-platform code editor to v1.71.

Problems? Questions? Feedback? E-mail us.