Dive into a comprehensive two-hour livestream episode of AI Show Live focusing on MLOps (v2) and its unification at Microsoft. Explore MLOps (v2) Fundamentals, approach, and architectures with guest speakers Moritz Steller and Setu Chokshi. Learn about the value proposition, customer challenges, and key principles of simplicity, security, speed, repeatability, and modularity in MLOps. Watch a detailed demo of new features, participate in a Q&A session, and discover how to contribute to the MLOps v2 GitHub repository. Gain insights into architectural patterns, repos, and the latest developments in Azure's MLOps ecosystem. The episode also includes updates on the ongoing rock, paper, scissors project, providing a mix of theoretical knowledge and practical applications in the field of AI and machine learning operations.
Overview
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.
Taught by
Microsoft Developer
