基本素養 Basic Literacy

人文與倫理素養
誠信素養
社會關懷
國際視野

核心能力 Competence

工程領域之專業知識
策劃及執行專題研究之能力
撰寫專業論文之能力
創新思考及獨立解決問題之能力
與不同領域人員協調整合之能力
廣闊之國際視野
領導、管理及規劃的能力
終身自我學習成長之能力

課程概述 Course Description

本課程主要內容包含介紹資訊量化方法熵的概念及其相關定義與應用、資料壓縮理論、頻道容量以及網路資訊理論等。
The main topics included in this course are entropy, mutual information and their related definiitons and application, data compression, channel capacity, and network information theory, etc.

課程學習目標 Course Objectives

介紹資訊如何量化與傳遞和頻道容量的基本理論,以培養學生對資訊系統的觀察與分析能力。
The objective of this course is to introduce the fundamental theory of how to quantify and transmit  information and channel capacity, which is able to develop students’ capability of observing and analyzing information systems

課程進度 Progress Description

進度說明 Progress Description
1Review of Probability Theory
2Review of Probability Theory
3Entropy, Relative Entropy and Mutual Information
4The Asymptotic Equipartition Property
5Entropy Rate of a Stochastic Process
6Entropy Rate of a Stochastic Process
7Data Compression
8Data Compression
9Channel Capacity
10Channel Capacity
11Differential Entropy
12Differential Entropy
13The Gaussian Channel
14The Gaussian Channel
15Rate Distortion Theory
16Rate Distortion Theory
17Network Information Theory
18Network Information Theory
 以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

課程學習融入下列議題或具有下列內涵的程度
Immersing the Following Issues or Contents

議題或內容 Issues or Contents關聯性 Correlation
生命教育 Life Education 無相關 No correlation
服務學習 Service Learning 無相關 No correlation
性別平等 Gender Equity 無相關 No correlation
環境安全 Environmental Safety 無相關 No correlation
環境保護 Environmental Protection 無相關 No correlation
智慧財產權 Intellectual Property 間接相關 Indirect correlation
法治教育 Law-Related Education 間接相關 Indirect correlation
人權教育 Human Rights Education 無相關 No correlation

有關課程其他調查 Other Surveys of Courses

1.本課程是否規劃業界教師參與教學或演講? 否
Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No