Turning Machine Learning models into online apps with GitLab DevSecOps Platform and Vertex AI

Описание: Turning Machine Learning models into online apps with GitLab DevSecOps Platform and Vertex AI. 3 minutes demo
Use Merge Requests to update Model Architecture of training parameters
Bill of Materials:
GitLab DevSecOps Platform
Vertex AI Platform & Cloud Run
Streamlit
Keras
00:00 Keras Core local experiment
00:32 Online ML model demo
00:49 Change epochs to re-train model
01:10 Continuous Integration in ML Workflow
01:29 Inside the ML Training Job
01:52 Vertex AI Platform custom training job
02:23 Model and Endpoint deployment
02:43 Bridging the GAP from Model to Online app
02:58 Closing


#gitlabai #vertexai #mlops #devsecops #google #keras #mergerequest