This repository contains my projects for Udacity's Data Scientist Nanodegree.
For this project I was interested in conducting exploratory data analysis using a Wine Review dataset found on Kaggle containing approximately 130k reviews from the Wine Enthusiast. I wanted the opportunity to explore the data and communicate my findings via a blog post on Medium which gives the reader insight into the questions posed.
Link to notebook
Link to Medium blog post
In this project, I applied my data engineering skills to analyze disaster data from Figure Eight to build a model for an API that classifies disaster messages. I created a machine learning pipeline to categorize real messages that were sent during disaster events so that the messages could be sent to an appropriate disaster relief agency. The project includes a web app where an emergency worker can input a new message and get classification results in several categories. The web app also displays visualizations of the data.