Neural network from scratch a la Andrej Karpathy's Hacker's Guide
Monte Carlo simulation that illustrates the solution for the Monty Hall Problem
Pong-playing TensorFlow neural network inspired by Karpathy's Pong from Pixels
ID3 and C4.5 Decision Tree algorithms applied to UCI car evaluation data, see Wikipedia for background