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Course

Deploy and Scale AI Models with Cloud Run

IntermediateSkill Level
Updated 07/2026
This course is designed for developers, data scientists, and ML engineers interested in quickly deploying AI inference services on Cloud Run.
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1 hr 15 min
19 Exercises
950 XP
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Course Description

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.

Prerequisites

There are no prerequisites for this course
1

A brief introduction to Cloud Run

An introduction to Cloud Run and its capabilities.
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2

AI inference on Cloud Run

Deploy gen AI apps to Cloud Run for AI inference using machine learning models.
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3

Course resources

Student PDF links to all modules and reading materials
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Deploy and Scale AI Models with Cloud Run
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