Accuracy alone can mislead—real-world impact demands context, fairness, and consequence-aware evaluation. This article explores holistic ML metrics taught in Data Scientist Classes and a Data Scientist Course in Nagpur, helping professionals measure what truly matters. https://buymeacoffee.com/excelrposts/beyond-accuracy-evaluation-metrics-capture-real-world-impact