Explore MLOps (v2) fundamentals, approach, and architectures in this 48-minute video featuring Moritz Steller and Setu Chokshi from Microsoft. Gain insights into unifying MLOps at Microsoft, understand the value proposition, and learn about customer challenges. Discover the approach focusing on simplicity, security, speed, repeatability, and modularity. Examine architectural patterns and watch a comprehensive demo of new features. Access additional resources, including the GitHub repository, to further your understanding of MLOps (v2) and contribute to its development.
Overview
Syllabus
AI Show Intro.
Welcome Moritz and Setu.
How to think about MLOps.
MLOps v2 - Unifying MLOps in Azure.
What is MLOps.
What is v2.
Value proposition.
Customer challenges.
The approach - simplicity, security, speed, repeatability, modularity.
Architectural patterns.
GitHub https://github.com/Azure/mlops-v2.
Demo.
Learn more and contribute https://github.com/Azure/mlops-v2.
Taught by
Microsoft Developer
