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JessicaaaJe/README.md

Hi 👋, I'm Jessica Chen :)

It's very nice to meet you!

  • 🌟 Degree: Graduated in Bachelor's degree in Statistics and Computer Science at Wake Forest University. Working towards my degree in ORIE at Cornell University

  • 🔥 Interest: I am passionate about applying data science to the fields of business analytics and product development.

  • 📘 Projects: I recently compiled a variety of my academic projects in statistical analysis and uploaded them here to share my journey and learnings. Feel free to browse through them and see my progress and the skills I've developed along the way.

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Languages and Tools:

C CSS3 HTML5 Java Matlab MySQL Photoshop Python

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  1. CardioRenal-Disease-Prediction-using-classification- CardioRenal-Disease-Prediction-using-classification- Public

    This project uses classification techniques (KNN, Random Forest) to predict the presence of heart and kidney diseases. (dataset included)

    Jupyter Notebook 1

  2. Heart-Disease-Detection---Regression-Model-Analysis Heart-Disease-Detection---Regression-Model-Analysis Public

    The topic of our project is to study the factors that influence the 10-year risk of future coronary heart disease (CHD). The research question is how gender, diabetes, age, cigarette usage, total c…

    R 1

  3. Serengeti-Species-Count-Analysis-ZIP- Serengeti-Species-Count-Analysis-ZIP- Public

    This study employs Zero-Inflated Poisson models to analyze how environmental factors like vegetation, river proximity, and lion predation risk affect the counts of Thomson's gazelles, topi, and zeb…

    R 1

  4. User-Behavior-Analysis-Using-Clustering User-Behavior-Analysis-Using-Clustering Public

    Exploring customer loyalty and behavior using clustering techniques on a churn-risk dataset,with insights into demographics, engagement, churn risk, and promotional strategy effectiveness

    Jupyter Notebook 1

  5. Matlab---Linear-Regression-Model-App Matlab---Linear-Regression-Model-App Public

    An intuitive Matlab app providing easy-to-use GUI for linear regression analysis, enabling users to visualize data, fit models, and make predictions without prior programming expertise.

    MATLAB 1

  6. Logistic-Regression-Analysis-on-Health-Outcomes--The-Impact-of-Age-and-General-Health Logistic-Regression-Analysis-on-Health-Outcomes--The-Impact-of-Age-and-General-Health Public

    Utilizing data from the Behavioral Risk Factor Surveillance System, this project employs logistic regression to explore how factors like general health and weight loss goals influence the likelihoo…

    R 1