Azure Machine Learning

Use an enterprise-grade service for the end-to-end machine learning lifecycle.

Overview

Azure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle. Machine learning professionals, data scientists, and engineers can use it in their day-to-day workflows: Train and deploy models, and manage MLOps. You can create a model in Azure Machine Learning or use a model built from an open-source platform, such as Pytorch, TensorFlow, or scikit-learn. MLOps tools help you monitor, retrain, and redeploy models.

Key Resources

Homepage: https://learn.microsoft.com/azure/machine-learning/
Pricing: https://azure.microsoft.com/pricing/details/machine-learning/
SLA: https://azure.microsoft.com/support/legal/sla/machine-learning-service/
Newsfeed: RSS

News

Date News
6/17/2025
Scenario Once a loan application is submitted, financial institutions must process a variety of supporting documents—including pay stubs, tax returns, credit reports, and bank statements—before a...
6/12/2025
We’re proud to share that Microsoft has once again been named a Leader in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning (DSML) Platforms. The post Microsoft recognized...
6/3/2025
Starting April 30, 2025, private endpoint approvals from the Azure Machine Learning and Azure AI Foundry managed network will no longer be handled by the internal networking service. Moving...
5/26/2025
1. Simulation Meets Deep Learning: A New Paradigm At the heart of this confluence lies the potential to fuse numerical rigor with data flexibility. Key emerging patterns include: a. Surrogate...
5/19/2025
With managed identity support in the Azure AI extension on Azure Database for PostgreSQL – Flexible Server, you no longer need to store secrets (access tokens) to your Azure OpenAI, Azure AI...
5/16/2025
Cost tracking is a critical aspect of cloud operations—it helps you understand not just how much you're spending, but also where that spend is going and which teams are responsible. When running...
5/8/2025
Software development is changing fast, and Java developers are right in the middle of it - especially when it comes to using Artificial Intelligence (AI) in their apps. This report brings...
5/1/2025
In situations with limited computing, Phi-4-mini-reasoning will is an excellent model choice. We can use Microsoft Olive or Apple MLX Framework to quantize Phi-4-mini-reasoning and deploy it on...
4/29/2025
FSI customers such as insurance companies and banks rely on their vast amounts of data to provide sometimes hundreds of individual products to their customers. From assessing product suitability,...
3/31/2025
Starting on June 30, 2026, Azure Machine Learning Software Development Kit version 1 (SDK v1) will no longer be supported. Required action To avoid service disruptions, you’ll need to migrate...
3/25/2025
Did you attend a Microsoft AI Tour stop? Did you enjoy the content delivered? Did you know that the same technical presentations, open-source curriculum, and hands-on workshops you experienced...
3/24/2025
Dopo il successo del Global AI Bootcamp Milan dello scorso 12 Marzo, siamo entusiasti di annunciare un altro imperdibile evento nel Sud della penisola, organizzato nell’ambito dell’iniziativa...
3/20/2025
Java remains a cornerstone in today’s AI-driven world, offering scalability, high performance, and seamless integration for enterprise applications. Microsoft continues its commitment to Java...
2/11/2025
What is Azure CycleCloud?   Azure CycleCloud is an enterprise-friendly tool for orchestrating and managing HPC environments on Azure. With Azure CycleCloud, users can provision infrastructure for...
12/10/2024
Solutions idea This solution series shows some examples of how Azure OpenAI and its LLM models can be used on Operations and FinOps issues. With a view to the use of models linked to the...
11/26/2024
In a recent blog, we outlined what Azure Essentials is and why it matters. This blog will take a closer look at how Azure Essentials helps organizations build and modernize AI applications. We...
11/26/2024
In today's article, we want to present a completely free course from Microsoft, which is a real gem for those who want to learn Node.js. We'll be distilling the course content and providing an...
11/19/2024
Java on Microsoft Azure Java customers and developers are constantly exploring how they can bring their Java applications to the cloud. Some are looking to modernize existing applications, while...
10/10/2024
For the first time, Microsoft was a sponsor of the annual Pytorch conference. At our booth, we met a huge range of developers, from startups, academia, industry, and even a few Pytorch...
7/31/2024
Mastering your AI adoption: Essentials to building, operating and optimizing genAI workloads on Azure As the demand for scalable, efficient AI cloud solutions grows, many organizations are...