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  1. Orbs-of-Wuxing Orbs-of-Wuxing Public

    A month-long solo project to create a Unity game prototype from scratch, involving combat between two teams, using collision-based on physics interactions, with AI that was not programmed, but trai…

    C# 6

  2. DOTA-2-Player-Segmentation-Analysis DOTA-2-Player-Segmentation-Analysis Public

    Taking the data from nearly 8000 high skill players from Open Dota and then seeing which clustering and dimensionality reduction method works best. Best results found in the detection of unusual be…

    Jupyter Notebook

  3. Video-Game-Sales-by-ESRB-Rating Video-Game-Sales-by-ESRB-Rating Public

    Data Analysis of Video Game Sales in the US, based on their ESRB rating, and then comparing the sales of Teen-rated and Mature-rated First-Person Shooters and Action games.

    Jupyter Notebook

  4. Spotify-Song-Popularity-from-Audio-Features Spotify-Song-Popularity-from-Audio-Features Public

    Thinkful Data Science Capstone 2: Supervised Learning task to predict a Spotify song's popularity from 10 audio features

    Jupyter Notebook