CourseTechnology
Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
By External Provider
About this course
This is a self-paced lab that takes place in the Google Cloud console. AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
What you will learn
- Configure a GKE cluster with an autoscaling node pool.
- Deploy TensorFlow Serving in an autoscalable configuration.
- Monitor serving performance and resource utilization