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
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...
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. 
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...
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...
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...
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...
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...
3/27/2024
Invoke Azure Machine Learning models in real-time from SQL in Azure Database for PostgreSQL.
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,...
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...
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...
2/1/2024
Azure Machine Learning model monitoring is now generally available.
1/24/2024
Using Azure Load Testing to test Multi-Tenant services This article describes how to use Azure Load Testing to test a multi-tenant service based on Azure App Service. It also describes how to run...
1/24/2024
Load Testing Azure Event Hubs services with restricted public access   This article describes how to use Azure Load Testing to test a service based on Azure Event Hubs with a restricted public...
1/16/2024
  Introduction   GenAI applications are those that use large language models (LLMs) to generate natural language texts or perform natural language understanding tasks. LLMs are powerful tools...
11/21/2023
Three big events – .NET Conf, Microsoft Ignite, and GitHub Universe – took place in November and we’re highlighting news, announcements, and sessions from those events. .NET 8 is now generally...
11/15/2023
Three features now available in public preview enable you to choose which models/datasets are right for you without having to run any job, seamlessly read/write data from a Fabric datastore; and...
11/15/2023
Five features now available in GA enable you to search thousands of OSS LLMs, provide a feature set specification and let the system handle the rest, and lower. compute management overhead and...
11/13/2023
Microsoft Ignite starts November 15th. Register now to attend virtually.   Microsoft Ignite, the annual conference where developers can dive deep with the latest Microsoft technologies including...
10/27/2023
  Come visit Microsoft at Supercomputing 2023 (SC23) November 12 – 17 where we’ll deep dive into high-performance computing (HPC) and AI solutions during an exciting week of sessions, hands on...