Welcome to my Data Science Portfolio! This repo will showcase some of the mini-projects and capstone projects I worked on.
Edit February 2020: After completing my final capstone project (located here: https://github.com/Jwn758/SpringboardProjects/blob/master/CapstoneProject2/Capstone%20Project%202_FinalReport.pdf) I wanted to expand on the insights I uncovered and build out a web app that utilizes my recommendation engine. Looking for front-end developers to partner with, feel free to reach out at jin_no@live.com if you're interested!
- Capstone 1: Predicting Likelihood of a Term Deposit with Bank's Marketing Data
- Capstone 2: Building a Recommendation System for DJ Mixes (tracks longer than 10 mins) using both content-based and collaborative filtering methods on data scraped from 1001Tracklists.com
- JSON Exercises: World Bank Project
- SQL Exercises: Springboard Sample Database on Gym Memberships Project
- API Exercises: Quandl Stock Project
- Human Body Temperature Project
- Racial Discrimination in US Job Market Project
- Recommendations for Reducing Hospital Readmissions Project
- Linear Regression with Boston Housing Dataset: Boston Housing Price Prediction
- Classification and Logistic Regression: Human Gender Prediction on Heights & Weights
- Text Classification with Naive Bayes: Basic Text Classification Project
- Customer Segmentation using Clustering: Basic Text Classification Project
- Building a Recommendation Engine: User Engagement Project (In Progress)
- Time Series Analysis: Rider Retention Prediction Project (In Progress)