使用 Cloud Run 部署及擴充 AI 模型
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About this course
AI 推論是指下列流程：使用經過訓練的機器學習模型，應用習得的模式，對未見過的新資料進行預測。這門課程適合有興趣在 Cloud Run 快速部署 AI 推論服務的開發人員、資料科學家和機器學習工程師。如果您熟悉雲端式無伺服器應用程式部署解決方案，不過可能未曾使用 Google Cloud 無伺服器產品執行 AI 推論，這門課程相當適合您。 課程包含範例，呈現如何使用 GPU 部署 AI 推論模型，以及整合生成式 AI 應用程式與資料儲存服務。
What you'll learn
- Deploy AI inference models on Cloud Run
- Configure GPU acceleration for AI model inference
- Integrate generative AI applications with data storage services
- Scale AI inference services using Cloud Run's serverless infrastructure
Course objectives
- Enable participants to rapidly deploy AI inference services on Cloud Run
- Demonstrate GPU-based deployment techniques for AI models
- Teach integration patterns between generative AI applications and data storage
Skills you'll gain
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