Columbia University School of Professional Studies

Where Data Science Meets Workflows

Applied Analytics lecturer David Shilane examines how organizations move beyond analytics dashboards to embed data science ...
IEEE

EBA-SQL: A Multi-Agent Collaborative Framework with Entity-Based Analysis for Text-to-SQL

Abstract: The in-context learning capability of Large Language Models has achieved significant success in text-to-SQL task. Most existed approaches generally adopt a straightforward three-stage ...
IEEE

Data-Driven Solutions for Human Trafficking: Detection and Impact Analysis Using Machine Learning

Abstract: Human trafficking is a serious problem that requires new ideas and data-driven approaches to identify and solve. In this study, we analyze large datasets to identify patterns and anomalies ...
Frontiers

A systematic review and meta-analysis of motivational climate and youth sport outcomes: examining a hierarchical effects model

Objective: Although the beneficial impact of motivational climate on adolescent sport participation is well-established, key questions remain unresolved regarding its hierarchical mechanism and the ...