| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 6105098 | 邊緣運算與智慧機械 | Edge Computing and Intelligent Machinery | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程旨在教授學生瞭解智慧物聯網AIoT (Artificial Intelligence of Things)的基本概念及其邊緣計算於相關工程應用，例如，智慧機械應用。本課程內容包含(1)簡介，(2)物聯網的基本/應用架構及其關鍵技術，(3)機器學習和深度學習及其進階技術，(4)邊緣計算基礎及(5)邊緣運算硬體選擇、AI模型訓練和部署以及效能評估與資源管理。 | |||
| 英文概述 English Description | The goal of this course is to let students learn and understand the basic concepts and applied technologies of AIoT (Artificial Intelligence of Things) in, for example, Intelligent Machinery. The main subjects of this course include: (1) Introduction, (2) IoT application architectures and their key technologies, (3) AI methodologies such as Machine Learning, Deep Learning and their variants, (4) foundations of containerization, microservices and edge-cloud analytics, and (5) embedded technologies, AI model training, model deployment, model evaluation and resource management. | |||
| 核心能力指標 | A.運用自動化科技知識之能力 B.獨立分析與執行專案之能力 D.創新與整合系統之能力 E.有效溝通與團隊合作之能力 G.參與工程實務與兼顧效能與永續之能力 | |||
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