Information Theory and Coding Video Lectures

Information Theory and Coding
'Information Theory and Coding' Video Lectures by Prof. S.N. Merchant from IIT Bombay
"Information Theory and Coding" - Video Lectures
1. L1- Introduction to Information Theory and Coding
2. L2-Definition of Information Measure and Entropy
3. L3-Extention of An Information Source and Markov Source
4. L4-Adjoint of An Information Source, Joint and Conditional Information Measure
5. L5-Properties of Joint and Conditional Information Measures and A Morkov Source
6. L6-Asymptotic Properties of Entropy and Problem Solving in Entropy
7. L7-Block Code and its Properties
8. L8-Instantaneous Code and Its Properties
9. L9-Kraft-Mcmillan Equality and Compact Codes
10. L10-Shannon's First Theorem
11. L11-Coding Strategies and Introduction to Huffman Coding
12. L12-Huffman Coding and Proof of Its Optamality
13. L13-Competitive Optamality of The Shannon Code
14. L14-Non-Binary Huffman Code and Other Codes
15. L15-Adaptive Huffman Coding Part-I
16. L16-Adaptive Huffman Coding Part-II
17. L17-Shannon-Fano-Elias Coding and Introduction to Arithmetic Coding
18. L18-Arithmetic Coding Part-I
19. L19-Arithmetic Coding Part-II
20. L20-Introdution to Information Channels
21. L21-Equivocation and Mutual Information
22. L22-Properties of Different Information Channels
23. L23-Reduction of Information Channels
24. L24-Properties of Mutual Information and Introdution to Channel Capacity
25. L25-Calculation of Channel Capacity for Different Information Channels
26. L26-Shannon's Second Theorem
27. L27-Discussion On Error Free Communication Over Noisy Channel
28. L28-Error Free Communication Over A Binary Symmetric Channel and Introdution to Continous Sources and Channels
29. L29-Differential Entropy and Evaluation of Mutual Information for Continuous Sources and Channels
30. L30-Channel Capacity of A BandLimited Continuous Channel
31. L31-Introduction to Rate-Distortion Theory
32. L32-Definition and Properties of Rate-Distortion Functions
33. L33-Calculation of Rate-Distortion Functions
34. L34-Computational Approach for Calculation of Rate-Distortion Functions
35. L35-Introdution to Quantization
36. L36-Lloyd-Max Quantizer
37. L37-Companded Quantization
38. L38-Variable Length Coding and Problem Solving in Quantizer Design
39. L39-Vector Quantization
40. L40-Transform Coding Part-I
41. L41-Transform Coding Part-II
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