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
News
Date | News |
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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,...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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