1 Libraries 2 Distributions 2.1 Relationship between distributions 2.2 Bernoulli Distribution 2.3 Beta Distribution 2.4 Exponential distribution 2.5 Pareto Distribution 2.6 Uniform Distribution 2.7 Normal Distribution 2.8 Extra suggestions 3 Random Sampling from Uniform distribution 3.1 Sampling based probabilities proportional to the number of inhabitants of the city 4 Numeric Precision 5 Random Number Generation 5.1 Implementing the Varience 6 Scaling to get better results 7 Split the data into train and test 8 Loess Model with brute force of finding in minimizing of a function 9 Optimize function to find the minimum 10 Optim function to find the minimum 10. ...