Coursera – Information Theory 2024-6

Information Theory, 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.

What you’ll learn

• Information Measures
• Zero-Error Data Compression
• Weak Typicality
• Strong Typicality

Specificatoin of Information Theory

• Publisher : Coursera
• Teacher : Prof. Raymond W. Yeung
• Language : English
• Level : All Levels
• Number of Course : 21
• Duration : 3 weeks at 11 hours a week
   

Content of Information Theory

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Sample Clip

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Subtitle : English

Quality: 720p

Download Links

Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 169 MB

File size

2.16 GB