An introduction to Cloud Run and its capabilities.

What's in it for me?

What is Cloud Run?

Quiz Question 1

Quiz Question 2

Quiz Question 3

Quiz Question 4

Quiz Question 5

A brief introduction to Cloud Run

Deploy gen AI apps to Cloud Run for AI inference using machine learning models.

Use GPUs for AI inference on Cloud Run

Deploy lightweight language models on Cloud Run

Optimize performance and cost-efficiency

Integrate AI inference services

What did I walk away with?

AI inference on Cloud Run

Student PDF links to all modules and reading materials

LoRA adapters

Course PDF

Course resources

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.

Deploy and Scale AI Models with Cloud Run


This course is designed for developers, data scientists, and ML engineers interested in quickly deploying AI inference services on Cloud Run.

Integrate AI inference services

Deploy and Scale AI Models with Cloud Run

Hands-on interactive exercise