The rapid recent progress in machine learning (ML) has raised a number of scientific questions that challenge the longstanding dogma of the field. One of the most important riddles is the good empirical generalization of overparameterized models. Overpara... (more…)

Computational scientific discovery is at an interesting juncture. While we have... (more…)

This post will be about helping you understand the basics of the main machine learning task : classification. More specifically, we are going to scratch the surface of linear classification and quickly address non linear classification. I assume some basi... (more…)

I can't be the only one who is both disgusted and concerned how in this day and age of rampant interconnectivity and… by ivoras... (more…)

Kaggle is an online community that allows data scientists and machine learning engineers to find and publish data sets, learn, explore, build models, and collaborate with their peers. (more…)