AI 推理是指利用经过训练的机器学习模型，通过应用其学习到的模式，对新的、未见过的数据进行预测的过程。本课程专为有兴趣在 Cloud Run 上快速部署 AI 推理服务的开发者、数据科学家和机器学习工程师而设计。对于熟悉基于云的无服务器应用部署解决方案，但可能没有使用 Google Cloud 无服务器产品运行 AI 推理经验的学员来说，本课程非常有用。
利用 Cloud Run 部署和扩缩 AI 模型
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
2 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
使用 Cloud Run GPU 运行 AI 推理。
在 Cloud Run 上部署轻量级语言模型，用于 AI 推理。
优化 Cloud Run 上的模型部署，以提高性能和成本效益。
将 Cloud Run AI 推理服务与 Google Cloud 上的数据库服务集成。
Details to know
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Recently updated!
February 2026
Assessments
2 assignments
Taught in Chinese (Simplified)
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There are 3 modules in this course
Cloud Run 及其功能的简介。
What's included
1 assignment2 plugins
将生成式 AI 应用部署到 Cloud Run，利用机器学习模型进行 AI 推理。
What's included
1 assignment5 plugins
所有模块和阅读材料的学员 PDF 链接
What's included
2 readings
Instructor
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Frequently asked questions
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