Managed Endpoints

On this episode from our #MSBuild recap, Sethu Raman is here to highlight how Managed Endpoints provides out-of-box capabilities to operationalize models. Sethu will demo how to deploy and score a GPU model: highlighting dev experience with CLI & local deployment and how to perform safe rollout: highlighting metrics, log analytics integration.

Jump to:
[00:16] AI Show welcomes welcomes Sethu
[00:38] How Managed Online Endpoints supports Azure Machine Learning
[02:20] Intro to Endpoint concepts and deployments
[03:16] Demo 1 - Deploy and score a GPU model
[07:40] Demo 2 - Perform safe rollout
[11:11] Deployment slots with different models

Learn more:
How do deploy Managed Online Endpoints: https://aka.ms/AIShow/HowToDeploy/ManagedEndpoints

AI Show Live: https://aka.ms/AIShow
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree
Get Started with Machine Learning https://aka.ms/AIShow/StartML
AI for Developers https://aka.ms/AIShow/AIforDevelopers
Azure Machine Learning https://aka.ms/AIShow/AzureML

Follow Seth https://twitter.com/sethjuarez
Follow Sethu https://twitter.com/Sethu20
Don't miss new episodes, subscribe to the AI Show https://aka.ms/AIShowsubscribe

Join us every other Friday, for an AI Show livestream on Learn TV and YouTube https://aka.ms/LearnTV - https://aka.ms/AIShowLive