This course will teach you to confidently serve and scale your machine learning models on Google Cloud.
What you'll learn
Moving models from experimentation to production is a critical bottleneck. In this course, (GCP-PMLE) Serving and Scaling Models, you'll gain the ability to serve and scale machine learning models on Google Cloud. First, you'll explore the fundamentals of model serving. Next, you'll discover how to manage model lifecycles. Finally, you'll learn how to master scaling and infrastructure, along with optimization and security. When you're finished with this course, you'll have the skills and knowledge of serving and scaling models needed to deploy production-ready ML systems.