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MLOps (v2) - Unifying MLOps at Microsoft

Microsoft Developer
589K subscribers
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2.7K views 2 years ago
Moritz Steller and Setu Chokshi stop by to talk about MLOps (v2) Fundamentals, MLOps (v2) Approach, Architectures, MLOps (v2) and they'll demo each new feature! Be sure to tune in! Time stamps: 00:00 AI Show Intro 00:30 Welcome Moritz and Setu 00:51 How to think about MLOps 01:54 MLOps v2 - Unifying MLOps in Azure 02:32 What is MLOps 05:32 What is v2 06:55 Value proposition 08:29 Customer challenges 12:23 The approach - simplicity, security, speed, repeatability, modularity 17:19 Architectural patterns 25:55 GitHub https://github.com/Azure/mlops-v2 27:10 Demo 46:36 Learn more and contribute https://github.com/Azure/mlops-v2 Learn more: GitHub Repo  https://github.com/Azure/mlops-v2  Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure Machine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScient... Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree Connect with Seth   / sethjuarez   Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe AI Show Playlist https://aka.ms/AIShowPlaylist Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive ...more
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MLOps (v2) - Unifying MLOps at Microsoft
53Likes
2,764Views
2022Jul 22
Moritz Steller and Setu Chokshi stop by to talk about MLOps (v2) Fundamentals, MLOps (v2) Approach, Architectures, MLOps (v2) and they'll demo each new feature! Be sure to tune in! Time stamps: 00:00 AI Show Intro 00:30 Welcome Moritz and Setu 00:51 How to think about MLOps 01:54 MLOps v2 - Unifying MLOps in Azure 02:32 What is MLOps 05:32 What is v2 06:55 Value proposition 08:29 Customer challenges 12:23 The approach - simplicity, security, speed, repeatability, modularity 17:19 Architectural patterns 25:55 GitHub https://github.com/Azure/mlops-v2 27:10 Demo 46:36 Learn more and contribute https://github.com/Azure/mlops-v2 Learn more: GitHub Repo  https://github.com/Azure/mlops-v2  Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure Machine Learning for Data Scientists https://aka.ms/AIShow/MLforDataScient... Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree Connect with Seth   / sethjuarez   Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe AI Show Playlist https://aka.ms/AIShowPlaylist Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive

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Microsoft Developer

589K subscribers