Projects - Data with Amber

Customer Segmentation with K-Means and Tableau

Published on 2025-01-06 by Amber Walker

This was a really exciting project where I was able to blend my two academic backgrounds (Marketing and Data Science) to extract insights from an ...

Interactive Ticket Insights and Trend Analysis Tableau Dashboard

Published on 2024-12-28 by Amber Walker

--> Interactive Ticket Insights and Trend Analysis Dashboard --> This was an exciting project where I utilized sentiment analysis and interactive BI visualizations to optimize ...

Used Car Price Prediction

Published on 2024-12-07 by Amber Walker

This project is part of a larger initiative I’m working on for my contracted role as a data scientist. The goal? To build a machine ...

Double Machine Learning for Panel Data: Exploring How Peace Agreements Impact Violence Levels

Published on 2024-11-19 by Amber Walker

During my master’s program, a colleague and I decided to take on the challenge of measuring the true effect of peace agreements on violence. To ...

Natural Language Processing: Sentiment Analysis of Earnings Call Transcripts

Published on 2024-11-05 by Amber Walker

Ever wondered how CEOs and CFOs spin their words during tough times? For this project, I teamed up with two of my colleagues from grad ...

Mapping Buildings from the Sky with a U-Net Neural Network

Published on 2024-10-15 by Amber Walker

This project is all about teaching a neural network to spot buildings from aerial images, and it was honestly one of the most exciting challenges ...