本課程將AI內容跨足到AIo的領域，將人工智慧議題的領域拓展到物聯網的範疇，透過物聯網設備的實際操作，帶領學員實際操作物聯網開發平台，結合各種sensor組合出符合需求的物連網作品，並與 AI技術結合，讓 AI議題不再只是遙遠的目標，而是人人都可以實際應用的工具。期望以此課程訓練出能力與知識全面的 AIoT人才。
課程內容包含機器學習與深度學習簡介、大數據技術與平台、智慧物聯網應用、了解機器與深度學習運算模型、影像辨識技術與應用、掌握人工智慧在工程領域相關應用案例、學習工程相關的AI程式撰寫並體驗工程AI應用概念This course extends the AI content to the field of AIo and expands the field of artificial intelligence issues to the scope of the Internet of Things. Through the actual operation of the Internet of Things equipment, students will be led to actually operate the Internet of Things development platform and combine various sensors to combine them to meet their needs. IoT works, combined with AI technology, make AI issues no longer just distant goals, but tools that everyone can actually apply. It is expected that this course will train AIoT talents with comprehensive abilities and knowledge.
The course content includes an introduction to machine learning and deep learning, big data technology and platforms, smart Internet of Things applications, understanding machine and deep learning computing models, image recognition technology and applications, mastering relevant application cases of artificial intelligence in the engineering field, and learning engineering-related AI Program and experience engineering AI application concepts
AIoT人工智慧在物聯網的應用與商機(第二版)
陳玟錡
出版社：碁峰
出版日期：2020/01/16
語言：繁體中文
AIoT Applications and Business Opportunities of Artificial Intelligence in the Internet of Things (Second Edition)
Chen Minqi
Publisher: Qi Feng
Publication date: 2020/01/16
Language: Traditional Chinese
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 出席出席 Attend |
10 | |
| 期中考期中考 midterm exam |
20 | |
| 期末考期末考 final exam |
20 | |
| 報告報告 report |
25 | |
| 專題專題 Topics |
25 |
