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Florida International University Triples Graduation Rates by Aiding At-Risk Students
Technology Category
- Analytics & Modeling - Machine Learning
- Infrastructure as a Service (IaaS) - Cloud Computing
Applicable Industries
- Education
Applicable Functions
- Human Resources
- Business Operation
Services
- Data Science Services
The Challenge
Florida International University (FIU) is a top-50 public university that serves a diverse student body of more than 58,000 and 260,000 Panther alumni. Many of these students come from low-income areas or may be the first generation to attend college. The university has a proactive approach to keep students in school, which depends on spotting signs of trouble. However, the previous modeling tools used by FIU produced inaccurate results and required exhaustive manual input. The out-of-the-box solutions weren’t tailored to the nuances of their institution, they would flag students that weren’t actually at-risk.
About The Customer
Florida International University is a top-50 public university that drives real talent and innovation in Miami and globally. High research activity and high social mobility come together at FIU to uplift and accelerate learner success in a global city focusing in the areas of environment, health, innovation, and justice. Today, FIU has two campuses and multiple centers. FIU serves a diverse student body of more than 58,000 and 260,000 Panther alumni. U.S. News and World Report places dozens of FIU programs among the best in the nation, including international business at No. 2. Washington Monthly Magazine ranks FIU among the top 20 public universities contributing to the public good.
The Solution
FIU turned to DataRobot’s cloud-based augmented intelligence and ML platform to cut modeling time, enable more customized predictions, and reduce costs over on-premise options. The university pulls a number of variables into models to pinpoint opportunities to assist students, from the number of credits taken to grades to financial challenges. Paden Goldsmith, Assistant Director of Strategic Data Analysis, continuously evaluates which data will help predict student success – with help from DataRobot’s data science experts. The university then takes steps to help students remain in school, from tutoring to success coaching to finding financial aid solutions.
Operational Impact
Quantitative Benefit
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