Getting labeled training data has become the key development bottleneck in supervised machine learning. We provide a broad, high-level overview of recent weak supervision approaches, where noisier or higher-level supervision is used as a more expedient an... (more…)

A new risk assessment tool promises to scrub the system of bias — but it’s no wonder drug. (more…)

Learn how to enhance images using Filestack's transformation API.

Facebook just recently announced that they were hiring 3,000 people (on top of an existing 4,500) people to review images, videos, and posts for inappropriate content. From Popular Science: (more…)

Learn more about machine learning using perceptrons.