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katnguyen143/README.md
  • Hi, my name is Kathryn Nguyen and I'm currently a senior at UC Berkeley.
  • I’m interested in using Data Science and GIS mapping tools to understand the Earth's climate patterns, ecosystem dynamics, and the impacts of human activities on our planet's health.

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  1. animal_crossing_pixel animal_crossing_pixel Public

    A simplified version of Animal Crossing with different worlds and items.

    Java 4

  2. mapping-gpp mapping-gpp Public

    A Google Earth Engine Web Application in JavaScript that maps gross primary productivity (GPP), allowing users to to visualize the spatial and temporal patterns of global terrestrial photosynthesis…

    JavaScript

  3. predicting-grades-ML predicting-grades-ML Public

    Developed a machine learning model with an RMSE of 1.58 to predict student grades using linear and polynomial regression, random forests, and neural networks.

    Jupyter Notebook

  4. datagood datagood Public

    Comparing Linear and Polynomial Regression models to predict future CO2 levels.

    Jupyter Notebook

  5. eco-chatbot eco-chatbot Public

    A chatbot developed using Rasa, a conversational AI platform, to improve a user’s knowledge of environmental issues/topics.

    Python

  6. aleutian_islands_datacleanup aleutian_islands_datacleanup Public

    Jupyter Notebook