Cloud Run for AI Inference
Cloud Run for AI Inference
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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.
Course Info
Objectives
- 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.
Prerequisites
Course: Developing Applications with Cloud Run on Google Cloud: Fundamentals (Recommended)
Audience
Developers, data scientists, and ML engineers.
Available languages
English
What do I do when I finish this course?
After finishing this course, you can explore additional content in your learning path or browse the catalog.
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Interested in taking this course with one of our authorized on-demand partners?
Explore Google Cloud content on Coursera and Pluralsight.
Prefer learning with an instructor?
View the public classroom schedule here.
Can I take this course for free?
When you enroll into most courses, you will be able to consume course materials like videos and documents for free. If a course consists of labs, you will need to purchase an individual subscription or credits to be able consume the labs. Labs can also be unlocked by any campaigns you participate in. All required activities in a course must be completed to be awarded the completion badge.