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Microsoft

AI Show Live - Unifying MLOps at Microsoft

Microsoft via YouTube

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Overview

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This course introduces MLOps v2 in Azure through its principles, architectural patterns, repositories, and a live demonstration. It covers modular and reusable machine learning pipelines, model evaluation, registration, and deployment decisions.

Syllabus

Livestream begins.
Welcome to the AI Show Live.
On today's show.
Welcome Moritz and Setu.
MLOps v2 - Unifying MLOps in Azure.
How to think about MLOps.
What is MLOps.
What is v2.
Value proposition.
Customer challenges.
The approach - simplicity, security, speed, repeatability, modularity.
Repos.
Architectural patterns.
GitHub https://github.com/Azure/mlops-v2.
Demo.
Wrap up and contribute https://github.com/Azure/mlops-v2.
Q&A.
Back to work on roshambo.ai.

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Microsoft Developer

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