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Scaling your AI/ML practices with MLOps and Azure Machine Learning | Part 1

Microsoft Developer
588K subscribers
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1.4K views 1 year ago
On Part 1 of the Scaling your AI/ML practices with MLOps and Azure Machine Learning series, Abe Omorogbe gives an overview of MLOps and how to utilize AzureML MLOps capabilities to streamline the process of moving ML experiments from training to inference. Chapters: 00:00 AI Show begins 00:19 Welcome and Intros 00:45 Breaking news about Microsoft in AI 02:02 MLOps - How to bring ML to production 03:26 How important is the process 05:00 Enterprise Machine Learning Lifecycle 08:15 Get Started https://aka.ms/MLOps/Learn 09:26 Wrap Resources: Learning Modules to upskill your MLOps practices https://aka.ms/MLOps/Learn MLOps Maturity Model to evaluate MLOps adoption and take an incremental approach to MLOps adoption https://aka.ms/MLOps/MaturityModel MLOps Solution Accelerator to bootstrap MLOps environments https://github.com/Azure/mlops-v2 Setup MLOps in Microsoft Docs https://aka.ms/MLOps/Setup Connect: Seth |   / sethjuarez   Cassie |   / cassieview   Watch on-demand at https://aka.ms/AIShow/OnDemand Subscribe to the AI Show: https://aka.ms/AIShowsubscribe AI Show Live Playlist: https://aka.ms/AIShowPlaylist Join us every Monday, for an AI Show livestream on YouTube https://aka.ms/AIShowLive ...more
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Scaling your AI/ML practices with MLOps and Azure Machine Learning | Part 1
31Likes
1,423Views
2023May 15
On Part 1 of the Scaling your AI/ML practices with MLOps and Azure Machine Learning series, Abe Omorogbe gives an overview of MLOps and how to utilize AzureML MLOps capabilities to streamline the process of moving ML experiments from training to inference. Chapters: 00:00 AI Show begins 00:19 Welcome and Intros 00:45 Breaking news about Microsoft in AI 02:02 MLOps - How to bring ML to production 03:26 How important is the process 05:00 Enterprise Machine Learning Lifecycle 08:15 Get Started https://aka.ms/MLOps/Learn 09:26 Wrap Resources: Learning Modules to upskill your MLOps practices https://aka.ms/MLOps/Learn MLOps Maturity Model to evaluate MLOps adoption and take an incremental approach to MLOps adoption https://aka.ms/MLOps/MaturityModel MLOps Solution Accelerator to bootstrap MLOps environments https://github.com/Azure/mlops-v2 Setup MLOps in Microsoft Docs https://aka.ms/MLOps/Setup Connect: Seth |   / sethjuarez   Cassie |   / cassieview   Watch on-demand at https://aka.ms/AIShow/OnDemand Subscribe to the AI Show: https://aka.ms/AIShowsubscribe AI Show Live Playlist: https://aka.ms/AIShowPlaylist Join us every Monday, for an AI Show livestream on YouTube https://aka.ms/AIShowLive

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Microsoft Developer

588K subscribers