Summary
The family of the discrete probability distributions is better understood when presented together. I believe you have gained a comprehensive understanding with this approach. To focus on the applications, we learned each distribution with its real-world examples and then its definition, and then we plotted it with Python. We learned five discrete distributions in sequence – the Bernoulli distribution, the binomial distribution, the multinomial distribution, the beta distribution, and the Dirichlet distribution.
The knowledge of Dirichlet distribution will give you the confidence to learn about LDA in the next chapter.
