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  • Berkeley, CA

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  1. IBM_people_analytics IBM_people_analytics Public

    This project uses the real data from IBM to predict employee attrition by using supervised machine learning.

    Jupyter Notebook

  2. algo_trading algo_trading Public

    This project utilized the supervised machine learning model and classifiers to test different trading algorithms.

    Jupyter Notebook

  3. proptech proptech Public

    This project incorporates interactive visualizations and geospatial analysis to find help users find properties with potential investment opportunities in San Francisco.

    Jupyter Notebook

  4. credit_risk_analysis credit_risk_analysis Public

    This project utilizes supervised machine learning to predict whether the certain loans will be default.

    Jupyter Notebook

  5. venture_funding_neural_network venture_funding_neural_network Public

    This project utilizes neural network machine learning methods to predict whether certain venture funding will be successful.

    Jupyter Notebook

  6. etf_analyzer etf_analyzer Public

    This project utilizes SQL and data visualization to explore the performance of the 4 stocks in the ETF portfolios (GDOT, GS, PYPL, SQ)

    Jupyter Notebook 1