計算機與人工智慧概論

臺北科技大學 115-1 學期課程，課號 363153。

課程大綱

本科目旨在介紹計算機系統與人工智慧之基礎觀念以及應用。主要內容包括：1.計算機系統簡介 2 .資料的表示法、數字系統、邏輯3.周邊裝置及儲存體 4. 程式語言與程式設計5. 軟體工程與系統開發工具6.資料結構與演算法 7.作業系統 8.檔案與資料庫 9.資料通訊與計算機網路10.人工智慧 11. 新興技術介紹 This introductory course covers the fundamentals and applications of computers and artificial intelligence. The major topics covered in this course are: 1.Introduction to computer systems 2.Data representation, number systems, and logic 3.Peripherals and storage 4. Programming languages and programming 5. Data structures and algorithms 6. Software engineering and system development tools 7. Operating systems 8.File and database systems 9. Data communication and computer networks 10. Artificial intelligence 11. Emerging techniques

課程進度

1-2.Introduction to computer systems 3-4.Data representation, number systems, and logic 5-6. Basic Programming Concepts 7-8. Introduction to Data Structures and algorithms 9-10. Software engineering and system development tools 11. File and database systems 12-13. Data communication and computer networks 14-15. Foundations of Artificial Intelligence 16. Emerging techniques 17-18. Final Project Presentations

評量方式

Quizzes & Assignments : 40 % Labs / Mini Projects: 20 % Attendance : 10 % Final Project : 30 %

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 1. Computer Science: An Overview- J. Glenn Brookshear and Dennis Brylow 2. "Python Programming: An Introduction to Computer Science- John Zelle 3. Artificial Intelligence: A Guide for Thinking Humans" – Melanie Mitchell