Know Your Probability Distributions


In data science and statistics, probability distributions can be very important. I have been meaning to create a listing of them. However, I no longer need to since the fine folks at Cloudera have already created a list at Common Probability Distributions: The Data Scientist’s Crib Sheet.

Learn the distributions and pick a favorite. (My favorite of the common ones is the normal distribution. I also like the Cauchy distribution which is much less common.)



Source: 101 DS – Know Your Probability Distributions

Our World In Data


Our World in Data is data visualization site for exploring the history of civilization. The site was created by Max Roser. Our World in Data contains tons of information about many aspects of people’s lives. It also includes numerous visuals (like the one below) which can be easily shared or embedded on other sites.

Beware, the site is addicting, and you might spend a lot of time exploring data.



Source: 101 DS – Our World In Data