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 |
|---|---|
| 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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| 7/19/2024 |
Pre-Job Health Checks on AKS: A Guide to Stable AI Workloads
Introduction
In the realm of AI workloads, ensuring the health and stability of compute nodes is critical. Training large AI...
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| 6/25/2024 |
Microsoft is a Leader in this year’s Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms. Azure AI provides a powerful, flexible end-to-end platform for accelerating data...
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| 6/25/2024 |
Microsoft is a Leader in this year’s Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms. Azure AI provides a powerful, flexible end-to-end platform for accelerating data...
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| 5/21/2024 |
Three features now available in preview enable you to enjoy simplified management of the customer-managed key (CMK) encrypted workspace, take advantage of our content filtering system alongside...
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| 5/21/2024 |
One new feature now available in GA enables you to create and customize AI workflows using task-specific Language skills/models to complete business use cases.
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| 4/18/2024 |
Azure Machine Learning data collector provides real-time logging of input and output data from models that are deployed to managed online endpoints or Kubernetes online endpoints. This data can...
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| 4/17/2024 |
Three features now available in GA enable you to seamlessly log inference data to a central location, set up event-driven applications, processes, or workflows based on Azure Machine Learning...
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| 4/16/2024 |
Introduction
This article explores how the healthcare industry can utilize Generative AI, Large Language Model (LLM) Evaluation Metrics, and Machine Learning to streamline the patient referral...
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| 4/15/2024 |
With the term copilot we refer to a virtual assistant solution hosted in the Cloud, using an LLM as a chat engine, which is fed with business data and custom prompts and eventually integrated...
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| 3/29/2024 |
Microsoft recently organized an event dedicated to JavaScript developers, the Azure Developers JavaScript Day 2024. The event featured various technical and practical sessions, including a...
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| 3/27/2024 |
Invoke Azure Machine Learning models in real-time from SQL in Azure Database for PostgreSQL.
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| 3/26/2024 |
Azure regularly updates its platform to enhance the host infrastructure for virtual machines, focusing on reliability, performance, and security. The updates can range from operating system,...
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| 3/13/2024 |
Feature Engineering System
Feature engineering is the process of using domain knowledge to extract features (characteristics, properties, attributes) from raw data. The extracted features...
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| 2/23/2024 |
Dr. Wolfgang De Salvador - EMEA GBB HPC/AI Infrastructure Senior Specialist
Dr. Kai Neuffer - Principal Program Manager, Industry and Partner Sales - Energy Industry
Resources and references...
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