Portfolio

Predicting Climbing Incident Outcomes from Article Text

I used NLP techniques and different ML models to predict the outcome of climbing accidents. This assignment was part of EDS 231 - Text and Sentiment Analysis for…

Predicting Climbing Incident Outcomes from Article Text

I used NLP techniques and different ML models to predict the outcome of climbing accidents. This assignment was part of EDS 231 - Text and Sentiment Analysis for…

Evaluating Biodiversity Sentiment, Performing Topic Analysis, and Analyzing Word Embeddings

I used the Nexis Uni database to analyze the sentiment associated with Biodiversity. This assignment was part of EDS 231 - Text and Sentiment Analysis for Environmental…

Predicting dissolved inorganic carbon (DIC) concentrations using different algorithms in Python and R

This project uses ocean chemistry data collected by CalCOFI to predict DIC using Linear Regression, KNN, Decision Trees, Random Forest Regressor, Gradient Boosting, and a…

Exploring Extinction

I used IUCN data to explore extinction in Animalia. This project is part of Statistics for Environmental Data Science - EDS 222

Analyzing the Effects of the Texas February 2021 Storm on the Houston metropolitan Area

This post is based on an EDS 223 - Spatial Analysis assignment, as part of the Masters of Environmental Data Science (MEDS) curriculum at the University of California, Santa…