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ML Ops with Azure Machine Learning


Master Azure MLOps: Efficient model management - Luxoft

Unlock the potential of MLOps on Microsoft Azure and learn to seamlessly upload, deploy and monitor machine learning models in a production ...

MLOps Blog Series Part 1: The art of testing machine learning ...

MLOps is a process for fusing machine learning with software development by coupling machine learning and DevOps. MLOps aims to build, deploy, ...

Effortless MLOps: Streamline your ML workflows with Azure Machine ...

How to build the backbone of an MLOps platform using the Azure Machine Learning service and the MLOps v2 accelerator?

MLOPs with Azure Machine Learning - Open Data Science

The repository Azure/mlops–v2: Azure MLOps (v2) solution accelerators. (github.com) is a mono-repo that the users can configure any of the ...

ODSC Webinar | Machine Learning Operations (MLOPs) with Azure ...

Machine Learning Operations (MLOps) can significantly accelerate how data scientists and ML engineers meet organizational needs.

How to fully manage ML Lifecycle in git for reproducible

Azure Machine Learning Pipelines support everything. Further along the deployment and scale maturity level, use Kubeflow+MLflow to manage ...

MLOps: What It Is, Why It Matters, and How to Implement It - neptune.ai

MLOps (Machine Learning Operations) is a set of practices for collaboration and communication between data scientists and operations professionals.

Azure MLOPS Masterclass - KPI Ladder

Azure MLOPS Masterclass Build your expertise into Machine Learning Operations (MLOps) from model development to deployment and scaling *Based on feedback ...

Introduction to MLOps on Azure - Pluralsight

Ever wondered what it would be like to work in machine learning operations (MLOps)? In this course, you will! You will tackle real-world ...

MLOps in Microsoft Azure | Iguazio

Continuously deliver machine learning to production with the Iguazio-Microsoft joint solution for MLOps in Azure ML. Read more here.

What is Azure ML? Where do we exactly use it? - Quora

Azure Machine Learning solution you have grown to love. Machine Learning Studio is a powerfully simple browser-based, visual drag-and-drop ...

ML Ops with Azure Machine Learning | by Pankaj Jainani

Azure DevOps offers the power to automate the CI & CD steps required for the ML Operations, the step-by-step process to containerize the final ...

Scaling your AI/ML practices with MLOps and Azure Machine Learning

On this week's AI Show, Abe Omorogbe, Scott Donohoo, and Setu Chokshi stop by to talk about how to utilize AzureML MLOps capabilities to ...

Machine Learning Engineer with Microsoft Azure - Udacity

Learn Azure ML Operations and the skills utilized by Azure Machine Learning Engineers. Gain a working knowledge of workspaces, datastores, key components of ...

Introduction to machine learning operations (MLOps) - Training

Machine learning operations (MLOps) applies DevOps principles to machine learning projects. Learn about which DevOps principles help in scaling a machine ...

Azure MLOps - DevOps for Machine Learning - YouTube

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Setting up an MLOps pipeline with Microsoft Azure - Heartbeat

How to build end-to-end CI/CD pipeline for your ML workflows by leveraging Microsoft's Azure Machine Learning platform.

MLOps Using Azure Machine Learning - YouTube

Operationalising ML model release using Azure DevOps For the longest time data science was often performed in silos, using large scale ...

Machine Learning (classic) - Visual Studio Marketplace

Submit experiments from a DevOps Pipeline, track code from Azure Repos or GitHub, trigger release pipelines when an ML model is registered, and ...

Scaling Your AI/ML Practices with MLOps and Azure Machine ...

On this episode of the AI Show, learn how to utilize AzureML MLOps capabilities to streamline the process of moving ML experiments from ...


Women in Cloud - Azure Edition

Microsoft For Startups: Azure Workshop

Fountain Global, LLC