人工智慧與光電應用

臺北科技大學 114-2 學期課程，課號 357219。

• 學期：114-2
• 授課教師：伊柏文
• 學分：3
• 選修
• 上課時段：週二 5、6、7 節

課程大綱

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

課程進度

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

評量方式

Homework's: 50% Quiz and Attendance: 10% Final project: 40%

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 References: Russell & Norvig, Artificial Intelligence: A Modern Approach, 4th Ed. Melanie Mitchell, Artificial Intelligence: A Guide for Thinking Humans