5814 - 人工智慧與數位創新專題
Special Topics in Artificial Intelligence and Digital Innovation
教育目標 Course Target
本課程主要的目標是探討AI人工智慧的概念以及實作，以python為主要開發語言搭配雲端的開發環境，透過傳統機器學習以及近期深度學習的經典算法簡介和案例分享，希望同學有了AI的初步體驗能在未來可以自主學習AI的程式設計，並且培養AI的思維以具備跨域應用的能力。
The main purpose of this course is to explore the concept and implementation of AI artificial intelligence. It uses python as the main development language and cloud-based development environment. Through traditional machine learning and recent in-depth learning classical algorithm introduction and case sharing, I hope that students can learn AI programming independently in the future with the preliminary experience of AI, and cultivate AI thinking to have the ability to apply across domains.
參考書目 Reference Books
自編教材為主
Mainly edited textbooks
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
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課堂參與出席 Class attendance and attendance |
20 | |
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課堂練習作業 Classroom practice |
40 | |
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期中書面報告 Midterm written report |
20 | |
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期末專題分享 Final topic sharing |
20 |
授課大綱 Course Plan
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相似課程 Related Courses
無相似課程 No related courses found
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5814
- 學分 Credit: 0-3
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上課時間 Course Time:Monday/6,7,8[C208]
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授課教師 Teacher:林慶昇
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修課班級 Class:數創碩學程1,2
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選課備註 Memo:碩士先修班同學請至C207辦理人工加選。
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