Azure の更新情報

Azure Machine Learning data collector is now generally available

ターゲット可用性: Q2 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 be seamlessly used for model monitoring, debugging, or auditing, thereby providing observability into the performance of your deployed models.

• Azure Machine Learning
• Azure Machine Learning
• Services

Generally Available: Continuous model monitoring in Azure Machine Learning

ターゲット可用性: Q1 2024

Azure Machine Learning model monitoring is now generally available.

• Azure Machine Learning
• Features

Azure Machine Learning - General Availability for November

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 setup costs. You can also now deploy complex compute graphs under batch endpoints, and use one platform to build, tune, evaluate, deploy, and test AI workflows.  

• Azure Machine Learning
• Microsoft Ignite
• Features

Azure Machine Learning - General Availability for October

Three features now available in GA enable you to streamline your network isolation experience, deploy your model locally prior to production, and automate the ML lifecycle without accruing extra compute hours or requiring manual intervention. 

• Azure Machine Learning
• Features

Azure Machine Learning - General Availability for July

A new feature now available in GA enables you to create compute clusters in locations that are different from the location of the workspace.

• Azure Machine Learning
• Features

Generally available: Azure OpenAI Service in UK South

ターゲット可用性: Q2 2023

Azure OpenAI Service is now available in the UK South region. UK South supports gpt-35-turbo at launch.

• Azure Machine Learning
• Regions & Datacenters

Azure Machine Learning - General Availability for Build

New features now available in GA include the ability to enable MLOPs across dev, test, and prod environments to promote assets across multiple workspaces.

• Azure Machine Learning
• Microsoft Build
• Features

Azure Machine Learning - 4 月の一般提供

GA で利用可能になった新機能には、コンピューティング インスタンスをカスタマイズする機能や、コンピューティング インスタンスが非アクティブになった場合に自動的に停止するように設定する機能などが含まれています。

• Azure Machine Learning
• Features

Azure Machine Learning - Generally availability updates for March 2023

New features now available in GA include the ability to visualize timeseries models, and create a Compute Instance on behalf of another user.

• Azure Machine Learning
• Features

Azure Machine Learning—Generally availability updates for November 2022

New GA features include the ability to automate auto-shutdown/auto-start schedules, configure and customize a compute instance, seamlessly build NLP/vision models, and assess AI systems.

• Azure Machine Learning
• Features

Azure Machine Learning - 一般提供に関する 2022 年 10 月/Ignite の更新情報

機能には、モデルのトレーニング コードの制御やカスタマイズ、Python 関数を使ったタスクの開発などが含まれます。

• Azure Machine Learning
• Microsoft Ignite
• Features

Generally available: Hierarchical forecasting for Azure Machine Learning

Hierarchical forecasting, now generally available, offers you the capability to produce consistent forecasts for all levels of your data.

• Azure Machine Learning
• Features

一般提供:2022 年 6 月の Azure Machine Learning に関するお知らせ

新機能として、MLflow の強化、Azure ハイブリッドおよびマルチクラウドでのモデルのトレーニングおよびデプロイが追加されました。

• Azure Machine Learning
• Azure Arc
• Features

Generally available: Azure Machine Learning managed endpoints and Command Line Interface v2

Deploy your machine learning models in a turnkey manner across powerful GPU and GPU machines. CLI v2 now also generally available.

• Azure Machine Learning
• Services
• Microsoft Build

General availability: Azure Machine Learning user-defined functions in Azure Stream Analytics

ターゲット可用性: Q1 2022

Machine Learning user-defined function in Stream Analytics allows you to perform high throughput, low latency, real-time predictions, allowing you to act on insights which have a very short shelf-life.

• Azure Stream Analytics
• Azure Machine Learning
• Features

Azure Machine Learning Announcements – January 2022 General Availability Announcement

New features now available in General Availability include add multiple private endpoints for workspaces, and support for storage account IP firewall.

• Azure Machine Learning
• Features