Accelerating model deployment with MLOps
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- Опубликовано: 4 авг 2024
- Identify Objects from Images using AI on Google Cloud → goo.gle/unicorn-ObjectLoc
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 RUclips 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 - Наука
Subscribe to Google Cloud Tech → goo.gle/GoogleCloudTech
sure :)
Hi Google Cloud Team,
I am participating in Google Cloud Certification: Machine Learning Specialization in coursera. Can you kindly share the person in charge's email for this course, so that I can correspondence to as there is an unresolved issue.
I have emailed the third party and 14 days still unresolved, unfortunately. I think if this issue is handled your score can improve.
Appreciate for you kind support and assistance.