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nicolasfoss/README.md

👋 Hi, I'm Nicolas Foss, and welcome to my GitHub profile! I am passionate about R programming and am currently focused on developing machine learning models (logistic / linear regression, random forests), and cluster analysis using R. I am interested in collaborating on behavioral health and primary healthcare research, regression models, and outcomes research.

🧰 Tools and Technologies

I use the following tools and technologies for my projects:

Programming Languages: R, julia

BI Software: Excel, Tableau, Microsoft Power BI

Machine Learning: random forests, oblique random survival forests, k-nearest neighbors, ranger, linear / logistic regression, K-means and hierarchical cluster analysis, boosted trees, tidymodels

Data Visualization: ggplot2, Excel data analysis package

📫 Get in Touch If you would like to collaborate or simply say hi, please feel free to reach out to me via email at ndfoss at gmail.com.

🎨 Portfolio Check out some of my work on my Github profile:

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Thank you for visiting my Github profile. I look forward to connecting with you!

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  1. clustering_heart_disease_patients clustering_heart_disease_patients Public

    I explore the usefulness of unsupervised clustering algorithms to help doctors understand which treatments might work with their patients.

    Jupyter Notebook

  2. overdose_deaths overdose_deaths Public

    I utilize R to manipulate data tables published by the Substance Abuse and Mental Health Services Administration (SAMHSA) and the Center for Disease Control and Prevention (CDC) on substance use tr…

    R

  3. predicting_toyota_prices predicting_toyota_prices Public

    I utilized a dataset of the sales of some Toyota vehicles to predict the prices of the vehicles using a linear regression model.

    Jupyter Notebook

  4. recipe_website_traffic recipe_website_traffic Public

    I completed an analysis of a fictional organization's (Tasty Bytes) website data and predicted which recipes the organization posts to the website will be popular or not. I compare the use of a ran…

    Jupyter Notebook

  5. bustabit_gambling_behavior bustabit_gambling_behavior Public

    bustabit_gambling_behavior

    Jupyter Notebook

  6. import_clean_data import_clean_data Public

    Importing and Cleaning Data

    Jupyter Notebook