Code DAO

Dec 15, 2021 · Artificial Intelligence

Should You Monitor Your Machine Learning Models? An Introduction with Evidently AI

The article explains why monitoring production ML models is essential to detect data and target drift, describes the open‑source Evidently AI library and its statistical tests, and demonstrates its use on a weather‑forecast example and a plant‑seedling image classification case, including dashboards, code snippets, and visual analysis of drift impact.