Data science uses many different probability distributions, but some are used more than others. This one picture shows an overview of five probability distributions data scientists will  find the most useful. See below the image for more information about the distributions.

Further Information:

Normal Distributions

Student's T-Distribution

Binomial Distribution

Poisson Distribution

Exponential Distribution