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- Challenges of ML Workloads
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Classroom Contents
Accelerating Model Deployment with MLOps - Google Cloud Technical Guide for Startups
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- 1 - Intro
- 2 - Agenda
- 3 - Challenges of ML Workloads
- 4 - Introduction of MLOps
- 5 - MLOps on Google Cloud
- 6 - Managing models and tracking model quality
- 7 - Demo: Create a Vertex Pipeline
- 8 - Demo: Manage Models with Model Registry
- 9 - Demo: Deploying to Endpoints and Model Monitoring
- 10 - Customer success story
- 11 - Summary
- 12 - Want to find out more?
- 13 - Coming next
