Obviously Awesome

Information Theory Tutorial
ArXiV 1802.05968
1) Intro
2) Finding a route, bit by bit
3) Bits are NOT binary digits
4) Information & Entropy
5) Entropy - Continuous Variables
6) Max Entropy Distributions
7) Channel Capacity
8) Shannon's Source Coding Theorem
9) Noise & Channel Capacity
10) Mutual Information
11) Shannon's Noisy Channel Coding Theorem
12) Gaussian Channels
13) Fourier Analysis
14) History (very, very short)
15) Key Equations
16) Resources