Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
Completed by TRUONG DUC NGUYEN
June 15, 2023
1 hours (approximately)
TRUONG DUC NGUYEN's account is verified. Coursera certifies their successful completion of Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
What you will learn
Prepare a GKE cluster with the Istio add-on for TensorFlow Serving
Create a canary release of a TensorFlow model deployment
Configure various traffic splitting strategies
Skills you will gain
- Category: Tensorflow
- Category: Istio
- Category: Cloud Deployment
- Category: MLOps (Machine Learning Operations)
- Category: Application Deployment
- Category: Continuous Deployment
- Category: Google Cloud Platform
- Category: Microservices
- Category: Kubernetes
- Category: Cloud Computing
- Category: Model Deployment
- Category: Load Balancing
