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ast8581_2021_spring

Github repository for "Big Data in Astrophysics" - Spring 2021

basketball-analytics

This repository contains code to help analyze the chemistry between various players on Drake University's Men's Basketball Team. This project was worked on from 2019-2020.

covid-19_economic_impacts_website

This website, in addition to a database, was created for CSCI5707: Principles of Database Systems at the University of Minnesota- Twin Cities in Fall of 2020. It aims to provide visualizations to help people better understand how exactly COVID-19 has affected the economy in the United States and across the world.

covid-19_exploration

This repository contains the code and files used to create a Shiny dashboard in R that allows people to explore various aspects of COVID-19. This dashboard was created as a final capstone project for STAT190 at Drake University in the Spring of 2020.

covid-19_face_mask_reconstruction

covid-19_face_mask_reconstruction_baseline

drake-admissions-app

This project was created as a Computer Science Capstone at Drake University in the Spring of 2020. It creates a mobile application that can be used on Android devices to help the Drake University Admissions Department, prospective students, and tour guides better navigate student visit days and campus in general.

image-recognition-monkey-species

This project was created for a Machine Learning course at Drake University in the 2017-2018 school year. The objective was to train a CNN (convolutional neural network) for image recognition.

modeling-telecom-customer-churn-data

This project was created for a Machine Learning class at Drake University in the 2017-2018 school year. The objective was to utilize scikit-learn for modeling Telecom Customer Churn data.

movierecommendationsystemanalysis

This was created as a final project for CSCI5525: Machine Learning at the University of Minnesota in the Fall of 2020. It is a survey of models and methods that can be used to recommend movies to users.

mt.st.helens-eruption-visualizations

These visualizations were created as part of CSCI5609: Visualization at the University of Minnesota- Twin Cities in Spring of 2022. The visualizations were created using Unity and ABR.

pacman-ai

This project was created for an Artificial Intelligence class at Drake University. The objective was to apply skills and algorithms learned during the class, such as various search algorithms and reinforcement learning. Starter code for Pacman from UC Berkeley was used to start this project.

predicting-bike-share-demand

This project was created for a Machine Learning course at Drake University in the 2017-2018 school year. The objective was to utilize the k-Nearest-Neighbor algorithm to predict bike share demand.

st.paul-budget-data-visualization

This project was created for CSCI5609: Visualization at the University of Minnesota- Twin Cities as an introduction to the Processing language. It visualizes St. Paul, MN's budget data through bar charts and glyphs.

text-analysis-on-amazon-customer-reviews

This project was created for a Machine Learning course at Drake University in the 2017-2018 school year. The objective was to define a text-learning problem and create a model to solve it.

visualizing-electric-scooter-rides-around-minneapolis

This project was created for the final project in CSCI5609: Visualization at the University of Minnesota- Twin Cities in the Spring of 2022. The project goal was to visualize electric scooter rides around Minneapolis in 2021 to help the city better place scooters around the city in the future.