KNN Code and Data

This repository contains datasets and R Markdown code completed as part of my coursework in Statistics and Machine Learning.

Repository Contents

• knn.Rmd – R Markdown file containing K-Nearest Neighbors (KNN), exploratory data analysis, and regression exercises completed in R.
• vgsales.csv – Video game sales dataset used for data exploration, visualization, and statistical analysis.
• BP.csv – Blood pressure dataset used for multiple linear regression modeling and prediction.
• README.md – Project documentation.

Skills Demonstrated

• Data preprocessing and cleaning
• Exploratory Data Analysis (EDA)
• K-Nearest Neighbors (KNN)
• Multiple Linear Regression
• Data visualization using R
• Statistical analysis and model interpretation
• Working with CSV datasets in R

Tools & Technologies

• R
• R Markdown
• Base R
• Statistical Modeling
• Data Visualization

Learning Objectives

This project demonstrates foundational statistical learning techniques, including distance calculations, exploratory data analysis, regression modeling, prediction, and interpretation of statistical results using real-world datasets. knn.Rmd.txt