Information Theory and Coding Dai Mingyuan, Tongji University

Fundamentals of Information Theory is a professional basic course for undergraduates majoring in information and computing science, which requires certain mathematical foundations. The content includes basic knowledge of probability theory, basic concepts, methods and theorems about information quantification proposed by Shannon, as well as basic coding theory of information sources and basic coding theory of channels.
 
Information theory is an applied mathematics discipline that uses the methods of probability theory and mathematical statistics to study information, information entropy, communication systems, data transmission, cryptography, data compression and other issues.
 
Information theory considers the transmission of information as a statistical phenomenon and provides methods for estimating the capacity of communication channels. Information transmission and information compression are two major fields in information theory research. These two aspects are interconnected by the information transmission theorem and the source-channel isolation theorem.
 
Shannon is known as the "Father of Information Theory". People usually regard Shannon's paper "A Mathematical Theory of Communication" published in the "Journal of Bell System Technology" in October 1948 as the beginning of modern information theory research.
 
This set of basic information theory video tutorials is taught by teacher Dai Mingyuan of Tongji University. I hope it will be helpful to everyone's learning.

• Chapter 1：01 (43 minutes and 19 seconds)

• Chapter 2：02 (40 minutes and 46 seconds)

• Chapter 3：03 (44 minutes and 58 seconds)

• Chapter 4：04 (42 minutes and 45 seconds)

• Chapter 5：05 (44 minutes and 13 seconds)

• Chapter 6：06 (42 minutes and 43 seconds)

• Chapter 7：07 (41 minutes and 54 seconds)

• Chapter 8：08 (42 minutes and 52 seconds)

• Chapter 9：09 (42 minutes and 48 seconds)

• Chapter 10：10 (42 minutes and 27 seconds)

• Chapter 11：11 (44 minutes and 52 seconds)

• Chapter 12：12 (41 minutes and 31 seconds)

• Chapter 13：13 (43 minutes and 19 seconds)

• Chapter 14：14 (41 minutes and 58 seconds)

• Chapter 15：15 (44 minutes and 42 seconds)

• Chapter 16：16 (44 minutes and 19 seconds)

• Chapter 17：17 (45 minutes and 16 seconds)

• Chapter 18：18 (44 minutes and 11 seconds)

• Chapter 19：19 (44 minutes and 38 seconds)

• Chapter 20：20 (43 minutes and 38 seconds)

• Chapter 21：twenty one (45 minutes and 14 seconds)

• Chapter 22：twenty two (45 minutes and 19 seconds)

• Chapter 23：twenty three (45 minutes and 21 seconds)

• Chapter 24：twenty four (44 minutes and 51 seconds)

• Chapter 25：25 (44 minutes and 10 seconds)

• Chapter 26：26 (44 minutes and 12 seconds)

• Chapter 27：27 (43 minutes and 48 seconds)

• Chapter 28：28 (45 minutes and 25 seconds)

• Chapter 29：29 (44 minutes and 15 seconds)

• Chapter 30：30 (43 minutes and 38 seconds)

• Chapter 31：31 (44 minutes and 3 seconds)

• Chapter 32：32 (44 minutes and 31 seconds)

• Chapter 33：33 (44 minutes and 0 seconds)

• Chapter 34：34 (43 minutes and 0 seconds)

• Chapter 35：35 (43 minutes and 27 seconds)

• Chapter 36：36 (45 minutes and 46 seconds)