Information theory

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (31)

Page 2 of 4

Covers the conversion of analog signals to digital, data compression, and signal reconstruction, highlighting the significance of signal processing in communication systems.

Signal Representation

Discusses signal representation, focusing on mathematical expressions and inequalities in signal processing.

Random Walks and Moran Model in Population Genetics

Explores random walks, Moran model, bacterial chemotaxis, entropy, information theory, and coevolving sites in proteins.

Entropy: Examples and Properties

Explores examples of guessing letters, origins of entropy, and properties in information theory.

Mutual Information and Entropy

Explores mutual information and entropy calculation between random variables.

Introduction: Course Structure and Fundamentals of Computing

Explores the role of Computing in society and the basics of computing, algorithms, communication systems, and computer security.

Information in Networked Systems: Functional Representation and Data Compression

Explores traditional information theory, data compression, data transmission, and functional representation lemmas in networked systems.

Maximal Correlation: Information Measures

Explores maximal correlation in information theory, mutual information properties, Renyi's measures, and mathematical foundations of information theory.

Understanding Computer Information

Explores how information is coded, stored, and processed within computers, aiming to introduce computer thinking to a broad audience.

Machine Learning Theory: High-Dimensional Perspectives

Explores high-dimensional perspectives in machine learning theory, shedding light on new insights and challenges.