Probability Distributions: Poisson vs. Binomial Distribution

The Poisson and Binomial distributions are two fundamental discrete probability distributions used in data science and statistics. While both involve counting occurrences or successes, they differ in their underlying assumptions and use cases. If you’re like me, you might sometimes question whether to analyze a problem using the Poisson or Binomial distribution — especially if you haven’t …