Course Syllabus

Course Information：

Year-Semester Course Number Course Name Phase Credits Hours Required/Elective Instructor Class Student NO. Withdraw Note

Spring Semester
Year 2026 357219 Artificial Intelligence for Optoelectronics Applications 1 3.0 3 ★ Yibeltal Chanie Manie GEOE
IEECSG 1 0 Jointly offered by Electro-Optical Engineering department.

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2026	357219	Artificial Intelligence for Optoelectronics Applications	1	3.0	3	★	Yibeltal Chanie Manie	GEOE IEECSG	1	0	Jointly offered by Electro-Optical Engineering department.

Course Plan：

Instructor Yibeltal Chanie Manie　Office Hours

Email yibeltal_chanie@mail.ntut.edu.tw

Last Updated 2025-12-17 12:25:18

Course Objective 1. 人工智慧簡介及基本概念 2. 各種人工智慧技術介紹 3. 人工智慧工具和框架 4. 人工智慧在光電領域的應用 1. Introduction and basic concepts of artificial intelligence 2. Introduction to various artificial intelligence technologies 3. Artificial intelligence tools and frameworks 4. Application of artificial intelligence in the field of optoelectronics

Course Schedule Week 1. Course Overview 2-3 Introduction and basic concepts of artificial intelligence 4-5 Searching and gaming 6 Expert system 7-8 Intelligent systems 9-10. Introduction to Machine learning 11 Introduction to Deep Learning 12-13. Computer vision 13-14. Generative AI 15. Recent trends of AI 16 Application of artificial intelligence in the field of optoelectronics 17-18 Final Project presentation

Evaluation and grading policy Assigments: 40% Paper Presentation: 20 % Class Participation and Attendance: 10% Final project and report: 30%

Materials All right reserved. Do not reproduce without permission.

Foreign-language textbooks:Yes
References: Russell & Norvig, Artificial Intelligence: A Modern Approach, 4th Ed. Melanie Mitchell, Artificial Intelligence: A Guide for Thinking Humans

The access to curricular consultation email: yibeltal_chanie@mail.ntut.edu.tw

The course corresponds to the SDGs SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure）
SDG11：永續城市與社區（Sustainable Cities and Communities）

Does the course incorporate AI ● 使用生成式AI作為教學過程的輔助工具（Use generative AI tools as an aid to the teaching process）
● 鼓勵學生使用生成式AI工具（Encourage students to use generative AI tools）
● 使用生成式AI進行課堂即時互動（Use generative AI for real-time classroom interaction）
● 簡單介紹AI的基本概念（Briefly introduce the basic concept of AI）
● 深入探討AI的原理與應用（Explore the principles and applications of AI in depth）

Note
　

Instructor	Yibeltal Chanie Manie　Office Hours
Email	yibeltal_chanie@mail.ntut.edu.tw
Last Updated	2025-12-17 12:25:18
Course Objective	1. 人工智慧簡介及基本概念 2. 各種人工智慧技術介紹 3. 人工智慧工具和框架 4. 人工智慧在光電領域的應用 1. Introduction and basic concepts of artificial intelligence 2. Introduction to various artificial intelligence technologies 3. Artificial intelligence tools and frameworks 4. Application of artificial intelligence in the field of optoelectronics
Course Schedule	Week 1. Course Overview 2-3 Introduction and basic concepts of artificial intelligence 4-5 Searching and gaming 6 Expert system 7-8 Intelligent systems 9-10. Introduction to Machine learning 11 Introduction to Deep Learning 12-13. Computer vision 13-14. Generative AI 15. Recent trends of AI 16 Application of artificial intelligence in the field of optoelectronics 17-18 Final Project presentation
Evaluation and grading policy	Assigments: 40% Paper Presentation: 20 % Class Participation and Attendance: 10% Final project and report: 30%
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:Yes References: Russell & Norvig, Artificial Intelligence: A Modern Approach, 4th Ed. Melanie Mitchell, Artificial Intelligence: A Guide for Thinking Humans
The access to curricular consultation	email: yibeltal_chanie@mail.ntut.edu.tw
The course corresponds to the SDGs	SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure） SDG11：永續城市與社區（Sustainable Cities and Communities）
Does the course incorporate AI	● 使用生成式AI作為教學過程的輔助工具（Use generative AI tools as an aid to the teaching process） ● 鼓勵學生使用生成式AI工具（Encourage students to use generative AI tools） ● 使用生成式AI進行課堂即時互動（Use generative AI for real-time classroom interaction） ● 簡單介紹AI的基本概念（Briefly introduce the basic concept of AI） ● 深入探討AI的原理與應用（Explore the principles and applications of AI in depth）
Note