Deploy and Scale AI Models with Cloud Run

About this course

AI inference is the process of using a trained machine learning model to make predictions on new, unseen data by applying learned patterns. This course is designed for developers, data scientists, and ML engineers interested in quickly deploying AI inference services on Cloud Run. It is useful for those familiar with cloud-based serverless application deployment solutions, but who may not have experience with running AI inference using Google Cloud serverless products. The course includes examples that deploys a model for AI inference with GPUs and integrates gen AI apps with data storage services.

What you will learn

• Use Cloud Run GPUs for AI inference.
• Deploy lightweight language models on Cloud Run for AI inference.
• Optimize model deployments on Cloud Run for performance and cost efficiency.
• Integrate Cloud Run AI inference services with database services on Google Cloud.