Information Theory
提供方
Information Theory
The Chinese University of Hong Kong
课程信息
4.4
8 个评分
The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook entitled Information Theory and Network Coding (Springer 2008). This book and its predecessor, A First Course in Information Theory (Kluwer 2002, essentially the first edition of the 2008 book), have been adopted by over 60 universities around the world as either a textbook or reference text.
At the completion of this course, the student should be able to:
1) Demonstrate knowledge and understanding of the fundamentals of information theory.
2) Appreciate the notion of fundamental limits in communication systems and more generally all systems.
3) Develop deeper understanding of communication systems.
4) Apply the concepts of information theory to various disciplines in information science.
教学大纲 - 您将从这门课程中学到什么
Week
1Course Preliminaries
1 个视频（共 5 分钟）, 1 个阅读材料
1 个视频
1 个阅读材料
Grading Scheme10分钟
Chapter 2 Information Measures - Part 1
6 个视频（共 38 分钟）, 1 个阅读材料, 1 个测验
6 个视频
Chapter 2 - Section 2.1 B5分钟
Chapter 2 - Section 2.1 C4分钟
Chapter 2 - Section 2.218分钟
Chapter 2 - Section 2.33分钟
Assignment 1 Video Preview分钟
1 个阅读材料
Homework Assignment 1 Solution10分钟
Week
2Chapter 2 Information Measures - Part 2
8 个视频（共 74 分钟）, 1 个阅读材料, 1 个测验
8 个视频
Chapter 2 - Section 2.45分钟
Chapter 2 - Section 2.512分钟
Chapter 2 - Section 2.67分钟
Chapter 2 - Section 2.711分钟
Chapter 2 - Section 2.816分钟
Chapter 2 - Section 2.1019分钟
Assignment 2 Video Preview分钟
1 个阅读材料
Homework Assignment 2 Solution10分钟
Week
3Chapter 3 The I-Measure - Part 1
7 个视频（共 50 分钟）, 1 个阅读材料, 1 个测验
7 个视频
Chapter 3 - Section 3.18分钟
Chapter 3 - Section 3.3 A15分钟
Chapter 3 - Section 3.3 B9分钟
Chapter 3 - Section 3.47分钟
Chapter 3 - Section 3.5 A7分钟
Assignment 3 Video Preview分钟
1 个阅读材料
Homework Assignment 3 Solution10分钟
Week
4Chapter 3 The I-Measure - Part 2
4 个视频（共 39 分钟）
4 个视频
Chapter 3 - Section 3.5 B12分钟
Chapter 3 - Section 3.6 A12分钟
Chapter 3 - Section 3.6 B11分钟
Chapter 4 Zero-Error Data Compression - Part 1
3 个视频（共 34 分钟）, 1 个阅读材料, 1 个测验
1 个阅读材料
Homework Assignment 4 Solution10分钟
讲师
Prof. Raymond W. Yeung
Choh-Ming Li Professor of Information Engineering, and Co-Director, Institute of Network Coding关于 The Chinese University of Hong Kong
Founded in 1963, The Chinese University of Hong Kong (CUHK) is a forward looking comprehensive research university with a global vision and a mission to combine tradition with modernity, and to bring together China and the West. CUHK teachers and students hail from all corners of the world. CUHK graduates are connected worldwide through an expansive alumni network.
常见问题
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