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1. Deep_Sea_Asset_Management_Random_Forest_Model Deep_Sea_Asset_Management_Random_Forest_Model Public

   Machine learning model to help Deep Sea Asset Management better target valuable prospects through marketing.

   Jupyter Notebook

2. Modeling_the_VIX_with_LSTM Modeling_the_VIX_with_LSTM Public

   Various multivariate, multistep LSTM models using SPX options data to forecast the CBOE VIX to improve future market volatility forecasts. Monte Carlo simulation and Facebook Prophet forecasts incl…

   Jupyter Notebook 5 2

3. Risk_Management_with_Deep_Learning Risk_Management_with_Deep_Learning Public

   A binary classification deep neural network model that predicts whether applicants will be successful if funded by a venture capital firm.

   Jupyter Notebook

4. Crypto_SP500_Analysis Crypto_SP500_Analysis Public

   Investigation of a two part hypothesis that (1) cryptocurrencies are increasingly becoming exposed to risk factors of the S&P 500, (2) cryptos are increasingly correlated with each other. Findings …

   Jupyter Notebook 1

5. Machine_Learning_Trading_Bot Machine_Learning_Trading_Bot Public

   A buy long / sell short algorithmic trading strategy that is enhanced by two different machine learning models: Support Vector Machine and Logistic Regression.

   Jupyter Notebook

6. Field_Services_Management_SQL_Web_App Field_Services_Management_SQL_Web_App Public

   A cloud-based field service management SaaS solution that streamlines internal business processes through both a mobile app and desktop dashboard. Utilizes Python, SQL, Flask, HTML, and Jinja2.

   Python 1