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AI Show Live - Episode 61 - MLOps (v2) - Unifying MLOps at Microsoft

Microsoft Developer
589K subscribers
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3.2K views Streamed 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! Also - more rock, paper, scissors work. Be sure to tune in! ⏰ Timestamps ⏰ 00:00 Livestream begins 02:56 Welcome to the AI Show Live 04:17 On today's show 08:27 Welcome Moritz and Setu 11:42 MLOps v2 - Unifying MLOps in Azure 12:35 How to think about MLOps 14:22 What is MLOps 17:43 What is v2 19:02 Value proposition 20:33 Customer challenges 24:28 The approach - simplicity, security, speed, repeatability, modularity 27:16 Repos 29:23 Architectural patterns 38:09 GitHub ht …...more
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AI Show Live - Episode 61 - MLOps (v2) - Unifying MLOps at Microsoft
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! Also - more rock, paper, scissors work. Be sure to tune in! ⏰ Timestamps ⏰ 00:00 Livestream begins 02:56 Welcome to the AI Show Live 04:17 On today's show 08:27 Welcome Moritz and Setu 11:42 MLOps v2 - Unifying MLOps in Azure 12:35 How to think about MLOps 14:22 What is MLOps 17:43 What is v2 19:02 Value proposition 20:33 Customer challenges 24:28 The approach - simplicity, security, speed, repeatability, modularity 27:16 Repos 29:23 Architectural patterns 38:09 GitHub https://github.com/Azure/mlops-v2 39:28 Demo 58:25 Wrap up and contribute https://github.com/Azure/mlops-v2 01:00:28 Q&A 01:06:36 Back to work on roshambo.ai 💡 Resource links 💡 GitHub Repo https://github.com/Azure/mlops-v2 Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree Follow 👊 ✋ ✌ https://aka.ms/AIShow/RoshamboDiscussion https://github.com/aiadvocates/roshambo https://roshambo.ai 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