Five scikit-learn defaults that deserve a closer look before your next model reaches production

The post Your AI Assistant Wrote the Code. Who Checked the Defaults? appeared first on Towards Data Science.

From a chocolate bar with no price tag to a marketing mix model in PyMC, and the 200-year-old integral that stood in between.

The post Why You Think Like a Bayesian but Were Taught Like a Frequentist appeared first on Towards Data Science.

Bagging hits a wall no amount of trees can break — here's the equation that explains why, and the experiment that proves it

The post Why Random Forest Needs to Be This Random appeared first on Towards Data Science.