Removing a particular piece of data that contributed to a machine learning model is like trying to remove the second spoonful of sugar from a cup of coffee. The data, by this time, has already become intrinsically linked to many other neurons inside the m... (more…)

Machine Learning is, put simply, getting computers to generalize from examples. And that's what I try to do: put things simply. My posts on Machine Learning (ML) consist primarily of beginner-focused introductions to common ML models or concepts, and I st... (more…)

Artificial intelligence may help humans and computers work together to monitor materials that could be used to make weapons. (more…)

Machine Learning can often be a black box. To gain actionable insights, its helpful to know how a variable influences a model. Here we outline 5 ways to assess feature importance to affecting the probability of an outcome. (more…)

Many AWS customers—startups and large enterprises—are on a path to adopt machine learning and deep learning in their existing applications. The reasons for machine learning adoption are dictated by the pace of innovation in the industry, with business use... (more…)