Can an algorithm be both smart and fair? Lagrangian Fairness makes it possible by mathematically embedding ethics within optimization goals. This post explains how fairness constraints act as guiding forces, creating equitable outcomes across diverse datasets. Professionals pursuing a Data Scientist Course or Data Scientist Course in Nagpur can learn how to apply this framework to ens... https://excelrposts-bijcw.wordpress.com/2025/10/17/balancing-the-scales-optimization-under-ethical-constraints-with-lagrangian-fairness/