Matthew Duncan's repositories
Hotel_Cancellation_Predictor
End-to-end machine learning project to predict whether hotel guests will cancel their booking. Includes pricing analysis and recommendations for increasing revenue and reducing cancellations.
Tanzanian-Water-Wells-Analysis
Using supervised machine learning to predict the repair status of wells located across the country of Tanzania.
R-practice
Repo to Practice R and RStudio
King-County-Real-Estate-Analysis
Using data, linear regression, and statistical modeling to guide home renovation decisions.
Predicting-Harmful-Algal-Blooms
Utilized Machine Learning, Geospatial, and image analysis to predict harmful algal blooms within inland bodies of water across the continental United States. Collected large amounts of data from multiple sources including Sentinel and Landsat satellites and the Copernicus Digital Elevation Model.
Click-That-Recommendation-Button
A project utilizing machine learning to build a predictive recommendation system that takes users' movie ratings and gives suggestions. The model can also consider a user's genre preferences when making predictions.
ntl01-dtsc-live-103122
Main cohort repo