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Abstract Customer retention is a key performance indicator for digital content platforms, yet churn prediction remains a challenging task...

In the world of digital subscriptions, churn is the silent killer. For audiobook platforms especially, retention is everything —...

As a data scientist and basketball enthusiast, I set out to build a realistic NBA game simulation engine from scratch using Python. What...

Abstract This study investigates whether gender, ethnicity, parental education level, lunch type, and participation in test preparation...

Standardized testing has long been used as a proxy for academic achievement, driving everything from curriculum decisions to funding...

Abstract This study explores the use of various machine learning techniques to model and predict NCAA men’s basketball team success using...

Image from the Center for Global Policy Solutions When I started learning data science, it wasn’t because of any one event—I was drawn to...

Abstract Ensuring access to clean and safe drinking water remains a critical global challenge. Traditional water safety assessments rely...

Image from New York Times When I first started studying data science, I was excited by the idea of uncovering real-world patterns—seeing...