Black-box models can deliver accurate results yet hide critical vulnerabilities. Uncertainty quantification assesses model confidence, guiding safe selection and deployment. ExcelR’s Data Science Course in Nagpur provides learners with the frameworks to implement UQ for trustworthy and dependable AI systems. https://excelrposts-bijcw.wordpress.com/2025/10/13/uncertainty-quantification-for-black-box-model-selection/