In the sixty years since Arthur Samuel first published his seminal machine learning work, artificial intelligence has advanced from being not as smart as a flatworm to having less common sense than a house cat. (more…)

Transparent machine learning is introduced as an alternative form of machine learning, where both the model and the learning system are represented in source code form. The goal of this project is to enable direct human understanding of machine learning m... (more…)

These notes form a concise introductory course on machine learning with large-scale graphs. They mirror the topics topics covered by Stanford CS224W, and are written by the CS 224W TAs. ⊕The notes are still under construction! They will be written up as l... (more…)

What is machine learning? See how it works with our animated data visualization.

Let’s go through a high-level exploration of the evolution of computational hardware technologies with a focus on applications to machine… (more…)