These projects are covered these topics: Optimization and the Knapsack Problem, Decision Trees and Dynamic Programming, Graph Problems, Plotting, Stochastic Thinking, Random Walks, Inferential Statistics, Monte Carlo Simulations, Sampling and Standard Error, Experimental Data, Machine Learning, and Statistical Fallacies