SOCR - Big Data 2019 - 2020
I worked with the Statistics Online Computational Resource (SOCR) team through the University of Michigan's Multidisciplinary Design Program. SOCR develops tools and teaching materials for statistics, data analysis, and machine learning. My work included analyzing clinical data and contributing to educational resources that help students work with databases and predictive models.
My Role
- Analyzed the MIMIC-III critical care database using R and RStudio. I worked with vital signs, lab results, clinical notes, and waveforms to explore statistical models for predicting clinical outcomes, alongside machine learning methods for biomedical and healthcare applications.
Recognition & Outreach
- Contributed a database-querying module to the University of Michigan's Data Science and Predictive Analytics course (HS650). Appendix 5: Database SQL Queries
Links
SOCR Website
Statistics Online Computational Resource.
MDP Website
UMich Multidisciplinary Design Program.
Skills
- R/RStudio
- Machine Learning
- SQL
- Quantitative Analytics
Keywords
- SOCR
- Big Data
- Data Analytics
- Numerical Methods