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
5.
Project
6.
SCL Tutorial
6.1.
SCL Basics
6.2.
SCL Exercise
7.
Quiz Problems (2023)
Homeworks
Please find here the homework problems for the latest iteration of
the course
!
HW1
: Due Oct 14, midnight (11:59 PM)