Data Compression | One Shot | Rudra Singh

Описание: One shot data compression (merged all videos into one)
Topics covered -
1. Introduction | Types | Modeling and Coding | Performance Measure
2. Self Information & Entropy with Example | Information Theory
3. Uniquely Decodable Codes & Prefix Codes with Example
4. Huffman Coding with Example
5. Minimum Variance Huffman codes with Example
6. AKTU 2004-05 Question on Entropy & Huffman coding
7. Unary Code & Golomb Code with Example
8. AKTU 2003-04-08-09 Question on Rice Code
9. Tunstall Codes with Example
10.1 Generating & Deciphering a Tag in Arithmetic Coding
10.2 Generating & Deciphering a Tag in Arithmetic Coding
11. Basics & Types of Dictionary Techniques
12. Diagram Coding
13. LZ77 Basics, Encoding & Limitations
14. LZ77 Decoding
15. LZ78 Encoding
16. LZ78 Decoding | Data Compressio
17. LZW Encoding
18. LZW Decoding
19. GIF - Image Compression
20. V.42 bis - Compression over Modems
21. Context Based Compression & PPM Basic Algorithm
22. Prediction by Partial Match (PPM) Example
23. Burrows-Wheeler Transform (BWT) Encoding
24. Burrows-Wheeler Transform (BWT) Decoding with Shortcut
25. Basics of Scalar Quantization
Solved Model Paper of Data Compression
26. Quantization Distortion
27. Uniform Quantizer
28. Uniform Quantization of Uniformly Distributed Source
29. Non-Uniform Quantizer
30. Adaptive Quantizer
31. Vector Quantization
32. Linde-Buzo-Gray (LBG) Algorithm Example
33. Linde-Buzo-Gray (LBG) Algorithm