Portfolio

This blog is a collection of data science projects I have completed during my academic journey and after. This page is a work in progress, and will develop as I continue to complete projects!

All pictures used on this page are taken by me.

Predicting the Age of Abalone with Regularized Regression Models

Machine Learning

Regularized Regression

Comparing Ridge vs Lasso Regression to Estimate the Age of Abalone

Spatial Analysis of Houston Power Outages

Using geospatial data to understand Houston power outages.

Exploring Music Tastes with Machine Learning

Machine Learning

Comparing a friend’s and my Spotify liked songs by building a binary classfication model.

Understanding the Relationship Between Temperature & Forest Area Burned

Using a linear regression model to evaluate the relationship between temperature and hectares of forest burned.

Using Machine Learning for Ocean Chemistry Prediction

Machine Learning

Ocean Chemistry

Training machine learning models to predict dissolved inorganic carbon in water samples.

An Evaluation of Air Pollution In India

Investigating air pollution in India, in the scope of ethic & bias in Environmental Data Science.

Analysis of California Coastal Erosion

Using muliple linear regression analysis and USGS Coastal Change data to analyze where coastlines in California are eroding the most.

Determining Suitable Oyster Habitats in West Coast EEZ’s

I will be using geospatial data to map suitable oyster habitats in Exclusive Economic Zones on the West Coast, and creating a function to find these zones for any species…

Lung Disease in the United Kingdom

Using a time series analysis to decompose lung disease in the UK