Course Syllabus

Course Information：

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2025	345134	Introduction to Generative Artificial Intelligence	1	3.0	3	★	Tung-Ju Hsieh	4CSIE2	49	1

Course Plan：

Instructor	Tung-Ju Hsieh　Office Hours
Email	tjhsieh@ntut.edu.tw
Last Updated	2025-02-03 16:44:53
Course Objective	本課程介紹生成式人工智慧之基礎知識。瞭解人工智慧的極限，探索生成式人工智慧的應用。課程內容包含：變分自編碼器、生成對抗網路、影像生成技術、語音生成技術、文字生成技術、提示詞策略優化模型能力、工具結合增強模型效能、自動檢測人工智慧生成內容。 This course introduces the foundations of generative artificial intelligence. Understand the limits of artificial intelligence and explore the applications of generative artificial intelligence. The course content includes: variational autoencoders, generative adversarial networks, image generation technology, speech generation technology, text generation technology, prompt strategy to optimize model capabilities, tool combination to enhance model performance, and automatic detection of artificial intelligence generated content.
Course Schedule	•生成式人工智慧基礎。 •生成式人工智慧極限。 •生成式人工智慧應用。 •變分自編碼器。 •生成對抗網路。 •影像生成技術。 •語音生成技術。 •文字生成技術。 •提示詞策略優化模型能力。 •工具結合增強模型效能。 •自動檢測人工智慧生成內容。
Evaluation and grading policy	程式作業、小考、期中考、期末考
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:No 講義
The access to curricular consultation	電子郵件 https://csie.ntut.edu.tw/
The course corresponds to the SDGs	SDG4：優質教育（Quality Education）
Does the course incorporate AI
Note