本課程旨在培養學生設計、實作和管理 AIOT 系統的知識和技能，重點是利用生成式 AI 和 Scrum 方法。學生將通過實作項目獲得實務經驗，並熟練運用開源雲端 AIOT 平台。課程內容涵蓋 AIOT 的基礎知識、應用案例和未來趨勢，以及 AIOT 系統架構和關鍵技術，如感測器技術、通訊協定、雲端計算和邊緣計算等。課程還將介紹 IoTtalk、ThingsBoard、IoTSharp 和 OpenRemote 等開源雲端 AIOT 平台，並帶領學生實際操作這些平台進行 AIOT 系統的開發和部署。此外，課程還將介紹如何使用 ChatGPT、GitHub Copilot 和 Gemini 等生成式 AI 工具輔助 AIOT 程式設計和創意發想，並進行實作練習。學生還將學習 Scrum 敏捷開發方法，包括 sprints、Scrum 會議和角色分工，並參與模擬 Scrum 團隊專案的實作練習。最後，學生將分組進行 AIOT 應用實務小型專案的開發，並在期末進行成果發表和展示。為響應綠能環保與永續發展的潮流，本課程的專案主題將聚焦於東海大學智慧碳中和園區的實際應用案例，包括太陽能發電與能源管理、AI 驅動的養藻吸碳技術、智慧水耕生產系統，以及綠能示範屋等創新方案...等，讓學生在真實場域中學習並實踐相關技術。通過本課程，學生將能夠自信地應用生成式 AI 和 Scrum 方法於 AIOT 領域，有效地設計、實作和管理 AIOT 系統，並合作解決實際問題。This course aims to develop students' knowledge and skills in designing, implementing and managing AIOT systems, with the focus on leveraging generative AI and Scrum methods. Students will gain practical experience through practical projects and be familiar with the use of the Open Source Cloud AIOT platform. The course content covers the basic knowledge, application cases and future trends of AIOT, as well as AIOT system architecture and key technologies, such as sensor technology, communication protocols, cloud computing and edge computing. The course will also introduce the source cloud AIOT platforms such as IoTtalk, ThingsBoard, IoTSharp and OpenRemote, and will bring students to actually operate these platforms for the development and deployment of AIOT systems. In addition, the course will also introduce how to use generative AI tools such as ChatGPT, GitHub Copilot, and Gemini to assist in AIOT programming and creative thinking, and conduct practical practice. Students will also learn Scrum agile development methods, including sprints, Scrum meetings and role division, and participate in practice in simulated Scrum team projects. Finally, students will be organized to develop small AIOT application implementation projects and present results at the end of the period. In order to respond to the trend of green energy environmental protection and continuous development, the project theme of this course will focus on the actual application cases of the smart carbon neutral park of Donghai University, including solar power generation and energy management, AI-driven algae and carbon absorption technology, smart water Farming production systems, as well as innovative solutions such as green energy demonstration houses, etc., allow students to learn and implement relevant technologies in real fields. Through this course, students will be able to confidently apply generative AI and Scrum methods in the AIOT field, effectively design, implement and manage AIOT systems, and collaborate to solve actual problems.
自編教材
Self-edited textbooks
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 課堂參與課堂參與 Class Participation |
10 | |
| 課程隨堂及課後作業課程隨堂及課後作業 Course class and post-course operations |
50 | |
| 專題期中報告專題期中報告 Submissions for topics |
15 | |
| 期末專題展示期末專題展示 Final topic display |
25 |
