EE274: Data Compression, course notes
1.
Lossless data compression: basics
1.1.
Introduction
1.2.
Prefix Free Codes
1.3.
Kraft Inequality
1.4.
Entropy and Neg-log likelihood thumb rule
1.5.
Huffman coding
1.6.
Asymptotic Equipartition Property
1.7.
Arithmetic coding
1.8.
Asymmetric Numeral Systems
1.9.
Non IID Sources and Entropy Rate
1.10.
Context-based coding
2.
Lossy data Compression
2.1.
Basics and Quantization
2.2.
Rate-Distortion Theory
2.3.
Transform Coding Theory
3.
Resources
4.
Homeworks
4.1.
HW1
4.2.
HW2
4.3.
HW3
4.4.
HW4
5.
Project
6.
SCL Tutorial
6.1.
SCL Basics
6.2.
SCL Exercise
Homeworks