rorolite - Command-line tool to deploy ML applications to your own server with a single command... (more…)

The common understanding is that AI is a black box that devours data and spits decisions at scale. But is it possible to use it to visualize data from billions of shopping baskets into a simple product map that will allow us to see how... (more…)

Learn about the key mindset differences between Machine Learning Engineering (MLE) and Software Engineering (SWE). Mustafa Ispir shares his experience transi... (more…)

Overfitting and generalization is an important concept in Machine Learning as only models that generalize are interesting for general applications. Yet some students have trouble learning this important concept through lectures and exercises. In this pape... (more…)

We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field. (more…)