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Amanda Tran's Projects

careerchangestat icon careerchangestat

This project aims to investigate a dataset of individuals who have received training from a prominent Big Data firm; it presents an opportunity to (1) identify key metrics that contribute to an individual's decision to leave their previous job and (2) identify the most suitable candidates for employment within the company.

coursesqlquery icon coursesqlquery

This project aims to optimize the process of acquiring information about courses, students and faculty from a college database by utilizing SQL queries.

high-school-advising icon high-school-advising

With data from NCES's ELS 02:12, this project analyzes factors impacting US high school dropout rates such as school environment, safety, attendance, life goals. Employing advanced statistical methods, we present a framework and dashboard to aid counselors and administrators in identifying dropout risks and supporting student success

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