The article discusses important continuous distributions like the uniform and normal distributions. It shows that transforming a uniform random variable results in another uniform distribution. The normal distribution is widely used and has unique properties. It can be used as an approximation for the Poisson distribution. The exponential distribution has a special property called the lack of memory.