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Cloud Run for AI Inference
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  3. Software Development
Google Cloud

Cloud Run for AI Inference

Google Cloud Training

Instructor: Google Cloud Training

Included with Coursera Plus

•Learn more
2 modules
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
1 hour to complete
Flexible schedule
Learn at your own pace

2 modules
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
1 hour to complete
Flexible schedule
Learn at your own pace
  • About
  • Modules
  • Recommendations
  • Testimonials

What you'll learn

  • Use Cloud Run GPUs for AI inference.

  • Deploy lightweight language models on Cloud Run for AI inference.

  • Optimize AI inference deployments on Cloud Run for performance and cost efficiency.

  • Integrate Cloud Run AI inference services with database services on Google Cloud.

Skills you'll gain

  • Cloud Infrastructure
  • Google Cloud Platform
  • Generative AI
  • Scalability
  • Machine Learning Methods
  • Cloud Applications
  • Performance Tuning
  • Serverless Computing
  • Containerization
  • Application Deployment

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

June 2025

Assessments

2 assignments

Taught in English

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There are 2 modules in this course

"The 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 aims to help developers efficiently deploy and optimize AI inference services on Cloud Run. It includes examples that deploys a model for AI inference with GPUs and integrates gen AI apps with data storage services. "

An introduction to Cloud Run and its capabilities.

What's included

1 assignment2 plugins

1 assignment•Total 5 minutes
  • Module 1 - Quiz•5 minutes
2 plugins•Total 5 minutes
  • What's in it for me?•1 minute
  • What is Cloud Run?•4 minutes

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

What's included

1 assignment5 plugins

1 assignment•Total 5 minutes
  • Module 2 - Quiz•5 minutes
5 plugins•Total 60 minutes
  • Use GPUs for AI inference on Cloud Run•4 minutes
  • Deploy lightweight language models on Cloud Run•9 minutes
  • Optimize performance and cost-efficiency•9 minutes
  • Integrate AI inference services•35 minutes
  • What did I walk away with?•3 minutes

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Instructor

Google Cloud Training
Google Cloud Training
Google Cloud
1,905 Courses•3,521,566 learners

Offered by

Google Cloud

Offered by

Google Cloud

We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.

You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policyOpens in a new tab.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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