Accelerating model deployment with MLOps

Опубликовано 17 августа 2023, 21:53

Here to bring you the latest news in the startup program by Google Cloud is Wan Qi Ang and Alena Osipova!

Welcome to the third season of the Google Cloud Technical Guides for Startups - the Grow Series.

Grow Series - Episode 8: Accelerating model deployment with MLOps
Tune into our new series for a new episode each time and let us know what you think in the comments below!

Chapters:
0:00 - Intro
1:00 - Agenda
1:24 - Challenges of ML Workloads
2:40 - Introduction of MLOps
4:43 - MLOps on Google Cloud
6:48 - Managing models and tracking model quality
11:31 - Demo: Create a Vertex Pipeline
15:38 - Demo: Manage Models with Model Registry
16:42 - Demo: Deploying to Endpoints and Model Monitoring
19:28 - Customer success story
20:49 - Summary
21:22 - Want to find out more?
21:42 - Coming next

MLOps on Google Cloud → goo.gle/3QAQaFP
Vertex Pipelines → goo.gle/3qxDiWl
Model Registry → goo.gle/3s9Tyx7
Model Monitoring → goo.gle/45tA44X
Explainable AI → goo.gle/3OX6TSh
AI Simplified Youtube playlist → goo.gle/AISimplified
Step-by-step guided Vertex AI tutorials → goo.gle/45vpfzy
Google Cloud Pipeline Components List → goo.gle/3KEmqUE
Check out our website → goo.gle/3w2uyGB

Google Cloud Technical Guides for Startups playlist → goo.gle/3lBtYvu
Subscribe to Google Cloud Tech → goo.gle/GoogleCloudTech

#GCPStartupGuides