The Science of Information: From Language to Black Holes
Offered By: The Great Courses Plus
Course Description
Overview
Explore the exciting concepts, history, and applications of information theory in 24 challenging and eye-opening half-hour lectures taught by a world-renowned physicist.
Syllabus
- By This Professor
- 01: The Transformability of Information
- 02: Computation and Logic Gates
- 03: Measuring Information
- 04: Entropy and the Average Surprise
- 05: Data Compression and Prefix-Free Codes
- 06: Encoding Images and Sounds
- 07: Noise and Channel Capacity
- 08: Error-Correcting Codes
- 09: Signals and Bandwidth
- 10: Cryptography and Key Entropy
- 11: Cryptanalysis and Unraveling the Enigma
- 12: Unbreakable Codes and Public Keys
- 13: What Genetic Information Can Do
- 14: Life's Origins and DNA Computing
- 15: Neural Codes in the Brain
- 16: Entropy and Microstate Information
- 17: Erasure Cost and Reversible Computing
- 18: Horse Races and Stock Markets
- 19: Turing Machines and Algorithmic Information
- 20: Uncomputable Functions and Incompleteness
- 21: Qubits and Quantum Information
- 22: Quantum Cryptography via Entanglement
- 23: It from Bit: Physics from Information
- 24: The Meaning of Information
Taught by
Benjamin Schumacher
Related Courses
Information TheoryThe Chinese University of Hong Kong via Coursera Fundamentals of Electrical Engineering
Rice University via Coursera Computational Neuroscience
University of Washington via Coursera Introduction to Complexity
Santa Fe Institute via Complexity Explorer Tutorials for Complex Systems
Santa Fe Institute via Complexity Explorer