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  1. Tanzanian-Water-Pumps-Clustering-and-Classification Tanzanian-Water-Pumps-Clustering-and-Classification Public

    For this group project, I performed cluster analysis and classification using Python to predict one of three classes for water pumps; functional, functional but needs repair, and non-functions. I u…

    Jupyter Notebook 1

  2. Life-Expectancy-Regression-Analysis-and-Classification Life-Expectancy-Regression-Analysis-and-Classification Public

    I contributed to a group project using the Life Expectancy (WHO) dataset from Kaggle where I performed regression analysis to predict life expectancy and classification to classify countries as dev…

    Jupyter Notebook 2 1

  3. Global-Terrorism-Data-Visualization Global-Terrorism-Data-Visualization Public

    I completed a group project in my data visualization course using Global Terrorism data covering 1970 - 2017. My contribution to the project was creating an interactive Shiny Dashboard using R. The…

    R

  4. GreenCoffeeWebCrawlers GreenCoffeeWebCrawlers Public

    I developed Python programs to scrape data from multiple unroasted coffee bean vendors and structured it in Excel tables. I used python libraries Beautiful Soup, Requests, and XlsxWriter to gather …

    Python

  5. Chicago-Crime-Regression-Analysis Chicago-Crime-Regression-Analysis Public

    As part of a group project, I developed separate regression models using R to predict the daily number of batteries and robberies in Chicago using four different datasets. I tested interactive and …

    R

  6. Financial-Markets-Regression-Analysis Financial-Markets-Regression-Analysis Public

    My role in this group project was to perform regression analysis on quarterly financial data to predict a company's market capitalization. I used R to develop ordinary least squares (OLS), stepwise…

    2