This was my first time using Magnetic Resonance Imaging (MRI) data for both demented and nondemented adults to build classifiers that predicts whether a subject will be diagnosed to develop dementia. Two datasets are used: one deals with cross-sectional MRI data for adults aged between 18 to 96, and the other deals with longitudinal MRI data for older adults between 60 to 96.
This is my final project of the CIS 545 - Big Data Analysis in the Spring 2022 semester. We worked as a team to tackle this air pollution big data problem as air is what keeps humans alive. Monitoring it and understanding its quality is of immense importance to our well-being. At the end, we also won the Best Visualization outstanding project among the whole class.
This was my very first and unique datathon experience. This datathon was composed of teams made up of both Fulton Bank employees and Penn students challenged with developing insights and recommendations for Fulton Bank using their data around selected business challenges in Consumer and Small Business, Fulton Financial Advisors, Information Technology, Marketing, and Risk Management.