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Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

Owning Institution: UC San Diego, Research Data Curation Program

About this Collection

Objects in this collection are student-created project outputs and are not curated to the same extent as the rest of the research data in the Library's Digital Collections.

This collection contains the capstone projects for the Data Science & Engineering (DSE) Master of Advanced Study (MAS) program at UC San Diego. Projects are completed over two years by groups of 2-5 students and are meant to be the culminating output of the program, providing experience with real-world data science work on large datasets (>10 GB). Because the capstone focus is on workflow and analytics, data come from a variety of domains, including medicine, political science, and business.

Each item in this collection includes, at minimum, the project's final report and code used to produce results. Input data and output data are included except in cases where data restrictions did not allow public sharing or data were already available on another stable repository. View this collection on the contributor's website.

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38 items found in this collection

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Alzheimer's Disease Data Analysis
Amazon Recommender System
Analytics Pipeline for Left and Right Ventricle Segmentation on Cardiac MRI using …
Automatic Floorplan Reconstruction from RGB-D Images
Building Recommender Systems for Video Games on Steam
Classy Data Analysis: Mapping the U.S. Non-Profit Space
Debris Flow Risk Analysis
DSE Capstone - American Gut Project Cohort4 2019
Electron Microscopic Data Analysis
Fire Science Physics Informed Machine Learning
Fire Weather Data Analysis: Modeling Fire Potential Index and High Risk Fire …
The Impact of Covid-19 on Air Traffic: Spatiotemporal Forecasting with Deep Learning …
IOT Wearable Data Fever Analysis - COVID Detection
Long Term Horizon Predictions and Feature Explainability of Time Series Continuous Glucose …
Neural Correspondence Mapping
Neuronal Circuit and Synapse Analysis with Deep Neural Networks
Nourish: A Knowledge-Driven Recommender System for Food Entrepreneurs
Opioid Overdose Data Analysis
Physio AI Companion
Predicting Effects of SARS-CoV-2 Variant Mutations on Spike Protein Dynamics and Mechanism
Predicting Mass Casualty Events from 911 Data Streams
Prediction of Enzyme Classification using Protein Sequence Embeddings
Predictive Modeling of Immune Responses to Pertussis Vaccination
Prescribed Fire Optimization
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