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: Continuous Deployment
- Category: Microservices
- Category: Kubernetes
- Category: Cloud Computing
- Category: Google Cloud Platform
- Category: Istio
- Category: Application Deployment
- Category: Cloud Deployment
- Category: Tensorflow
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Load Balancing
