Machine Learning is one of the most innovative fields in technology, and the Google Cloud Platform has been instrumental in furthering its development. With a host of APIs, GCP has a tool for just about any machine learning job. In this advanced-level quest, you will get hands-on practice with machine learning at scale and how to employ the advanced ML infrastructure available on GCP.
Overview
Syllabus
- Advanced ML: ML Infrastructure
- Vertex AI: Qwik Start
- TFX on Google Cloud Vertex AI Pipelines
- Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
- Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Cloud Service Mesh
- Your Next Steps
- Course Badge
