5514 - 生成式AI的人文導論

Introducing Generative AI for Humanities

教育目標 Course Target

隨著AI科技的迅速發展,⼈類社會的各個⾯向都開始受到了不同層⾯的衝擊。⽣成式 AI迅速與多樣化產製內容的能⼒,不論在知識傳承,或是實務創作上也帶給⼈⽂社會領域新的養分與挑戰。
本堂課是特別針對⼈⽂領域的學⽣設計的 AI 技術與應⽤⼊⾨課。在內容安排與講解上,與⼀般純粹以技術⼊⾨的導論課有所不同。本堂課將以⼈本為核⼼關懷出發,以直觀概念與模擬來講解 AI 模型的基礎與發展,並搭配與⼈⽂主題相關的實作練習,特別是⽂史哲議題、語⾔與溝通、藝術⾳樂與遊戲創作等等。

With the rapid development of AI technology, all aspects of human society have begun to be impacted at different levels. The ability of generative AI to quickly and diversify content production also brings new nutrients and challenges to the humanities and social fields, both in terms of knowledge inheritance and practical creation.
This class is an introductory course on AI technology and applications specially designed for students in the humanities field. In terms of content arrangement and explanation, it is different from ordinary introductory courses that are purely technical. This class will be based on human-centered care, using intuitive concepts and simulations to explain the foundation and development of AI models, and will be paired with practical exercises related to humanities themes, especially historical and philosophical issues, language and communication, art music and game creation, etc.

參考書目 Reference Books

- Raschka, S. (2024). Build a Large Language Model from Scratch. Manning.
- Porter, L. and D. Zingaro. (2024). Learn AI-assisted Python Programming. Manning.
- 程世嘉 (2024). AI 世界的底層邏輯和⽣存法則. 天下⽂化.

- Raschka, S. (2024). Build a Large Language Model from Scratch. Manning.
- Porter, L. and D. Zingaro. (2024). Learn AI-assisted Python Programming. Manning.
- Cheng Shijia (2024). The underlying logic and laws of existence of the AI world. Tianxia Culture.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
課堂參與
class participation
20
每週課後作業
Weekly homework
40
期末測驗或專案展演
Final exam or project presentation
40

授課大綱 Course Plan

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 5514
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Friday/3,4,B[遠距課程]
  • 授課教師 Teacher:
    謝舒凱
  • 修課班級 Class:
    共選修3,4,碩博1,2(工學院開)
  • 選課備註 Memo:
    教育部補助臺灣大專院校人工智慧學程聯盟,開設學校:台灣大學,同步遠距上課時間:週五10:20-13:10。
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 23 人

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