Heain Yee's repositories
NBA_Playoffs
Machine learning models to predict NBA playoff teams based on regular season performance. Using Python: Sklearn, Joblib, NumPy, Pandas; HTML; CSS; Javascript.
accidents_us
Analysis of reported car accidents across the United States between 2016 and 2019. Python: Pandas, Matplotlib, and Plotly.
machine-learning-challenge
Machine learning models to classify exoplanets from the raw dataset. Using Python: Sklearn, Joblib, NumPy, Pandas, Matplotlib.
olympics_dash
Analysis of historical Olympic performance and GDP and population. Using Python: Pandas, Flask, SQLite; JavaScript: Leaflet, Highcharts, D3; HTML. Deployed using Heroku.
api-challenge
Visualize the weather of 500+ cities across the world of varying distance from the equator. Using Python, OpenWeatherMapAPI, Plotly. Website with Bootstrap.
D3-challenge
Explore relationships between health risks and particular demographics. Using HTML; CSS; JavaScript: D3.
hanesy.github.io
Builds personal website. Using HTML, Javascript (Highcharts), and CSS.
leaflet-challenge
Mapping of United States Geological Survey APIs. Using Javascript, HTML, CSS, Leaflet.
plotly-challenge
Dynamic dashboard using belly button biodiversity dataset. Using HTML; CSS; JavaScript: Plotly, D3.
sql-challenge
Data modeling, engineering, and analysis with SQL
sqlalchemy-challenge
Perform data analysis with SQLAlchemy, pandas, and Matplotlib; Create Flask API
web-scraping-challenge
HTML scraping of MARS related data. Using Python, Flask, html, BootStrap