Tag: Bernoulli

As a data scientist, I’ve realized the power of using simple yet effective algorithms in machine learning. One such example is Bernoulli Naive Bayes, a classifier that is surprisingly powerful for certain types of data sets. It’s based on the principle of Naive Bayes, which simplifies le...

In my previous article, I introduced you to the Central Limit Theorem. We disassembled its definition, looked at its applications, and watched it do its magic in a simulation. I ended that article with a philosophical question asked by a famous 17th century mathematician about how natur...