Repository with my notes and labs from Carnegie Mellon's Statistics Undergraduate Research Experience 2023

• SQL Introduction

• Web Scraping: A Primer

• Advanced Classification Topics (Mulinomial Logistiic Regression, Model Evaluation, Shapley Values)

• Advanced Regression Topics (Kernels, Smoothers, and Generalized Additive Models)

• Dimension Reduction

• Random Forests and Gradient-boosting

• Decision Trees

• Heirarchical Clustering

• K-means Clustering

• Gaussian Mixture Models

• Density Estimation

• Linear Regression

• Model Assessment and Selection

• Visualization of Geographic Data

• Visualizing 1D Relationships

• Visualizing 2D Relationships

• The Grammar of Graphics

• Into the Tidyverse