Zara  Bryant

Zara Bryant

1624655160

Managed Endpoints

On this episode from our #MSBuild recap, Sethu Raman is here to highlight how Managed Endpoints (https://aka.ms/AIShow/HowToDeploy/ManagedEndpoints) 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:

  • 00:00 AI Show begins
  • 00:16 Seth 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

#developer

Managed Endpoints