Ames Housing Model

Developing a regression model to predict home prices

Computer Vision Species Identification - Cat/Dog

I have multiple small animals underfoot while I'm coding, cats and dogs. While my dog is canine shaped and behaved, she is a small breed and ruff-ly the same size or smaller than my cat. While identifying which pet is at my feet is an easy task for me as a human, it becomes a larger challenge for a computer. This project aims to build a binary image classification model to check whether a pet is a cat or a dog from a photo.

Covid 19 Misinformation Classification

The Covid -19 pandemic has revealed exactly how frequently misinformation is shared in the modern era, this project attempts to combat that by using Natural Language Processing to predict whether a news title is misinformation or not.

Mobile Money Transaction Fraud Detection

Using machine learning to detect fraudulent mobile money transactions from an unbalanced simulated dataset.

NLP - Subreddit Classification

Can we build a model that will predict whether a post is from the legal advice subreddit or the curated best of legal advice subreddit?

Speech Emotion Recognition

A Speech Emotion Recognition model allows a program to correctly identify the emotional state of a speaker. How to get there is currently a subject of debate.