Machine Learning Notebook 👀

This website will be our Machine Learning course, where we explore various statistical and machine learning models using the Youth Risk Behavior Survey (YRBS) 2023 dataset. Through this course, I learned to implement and understand different modeling techniques using the tidymodels framework in R.

What You’ll Find Here

  • About Me: A little bit about me and my research interests.

  • The Dataset: Information about my primary dataset and the research question I am trying to answer.

  • Model Implementations: Hands-on examples of different models to answer the question:

    • Logistic Regression
    • Lasso Regression
    • Decision Trees
    • Random Forest
    • K-Nearest Neighbors (KNN)