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AI Show: Scaling Your AI/ML Practices with MLOps and Azure Machine Learning

AI Show: Scaling Your AI/ML Practices with MLOps and Azure Machine Learning

32mIntermediate2024-01-19

Authors

Microsoft Learn

Microsoft Learn

Build Skills That Open Doors

Seth Juarez

Seth Juarez

Program Manager, Azure Artificial Intelligence Product Group at Microsoft

Course details

The AI Show is a licensed partnership with Microsoft Learn that showcases the amazing work happening in AI at Microsoft. In this episode, join Abe Omorogbe, Scott Donohoo, and Setu Chokshi as they talk about how to utilize AzureML MLOps capabilities to streamline the process of moving ML experiments from training to inference. Along the way, Abe, Scott, and Seth demonstrate how to use AzureML to securely train, deploy, and manage ML models in production environments according to best practices for AzureML teams to help customers standardize and scale everyday ML Ops workflows.

Skills covered

Azure AI ServicesCloud DevelopmentMachine LearningArtificial Intelligence (AI)Cloud ComputingMicrosoftOne-Off

Concepts

1. AI Show - Scaling Your AI

  • 01 - Part 1 - MLOps how to bring ML to production
  • 02 - Part 2 - Azure MLOps Solution Accelerator
  • 03 - Part 3 - Review and demo

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