Series

machine-learning-series

This series contains a great deal of code and data visualizations for anyone new to machine learning.

All Blog Posts

Jeopardy - Java

Code

Personal

Java (Jakarta EE), Tomcat Server, MySQL, React, Typescript, Vite

VT Research Connect

Code

Academic

Java (Spring Boot), PostgreSQL, React, Typescript, Vite

H.L. Lyons Books & Brews

Code

Academic

Java (Jakarta EE), Tomcat Server, MySQL, React, Typescript, Vite

Keezer Build

DIY

Homebrewing

Detailed instructions on how I built my Keezer!

Hokie Housing Hub

Code

Academic

HTML, CSS, JavaScript

Hanny’s Shandy

Homebrewing

Lemon Summer Shandy Homebrew Recipe

Jeopardy - Python

Code

Personal

Python (Django), PostgreSQL, HTML, CSS, JavaScript

Focal

Code

Academic

Python (Django), PostgreSQL, HTML, CSS, JavaScript

Anomaly/Outlier Detection

Code

Academic

Unveiling Anomalies with Outlier Detection in Machine Learning

Classification

Code

Academic

ROC, PR, Confusion Matrix

Linear and Nonlinear Regression

Code

Academic

Navigating Trends with Linear and Nonlinear Regression in Machine Learning

Clustering

Code

Academic

Unraveling Patterns with Clustering in Machine Learning

Probability Theory and Random Variables

Code

Academic

Understanding Probability Theory and Random Variables in the Context of Machine Learning

Tetris and Machine Learning

Code

Academic

Machine Learning and its applications to the classic videogame: Tetris