People who come to machine learning/data science from a software engineering background (as opposed to a scientific or statistical background) often gloss over the statistical underpinnings of many machine learning methods. This is fine initially when you... (more…)

Keeping all of your machine learning experiments organized is difficult without proper tools. That’s what machine learning experiment management helps with. In this article, I will explain why you, as data scientists and machine learning engineers, need a... (more…)

Every test that’s done on a computer means one less animal caged and experimented on, and that’s something that every animal advocate should celebrate. (more…)

Why this is the first rule, some baseline heuristics, and when to move on to machine learning. (more…)

Applying deep learning techniques to previously analyzed datasets revealed undetected signals of interest... (more…)