A curated list of end-to-end data science projects I built.
- Make School Summer Academy NPS dataset
- Make School Summer Academy (SA) is a 8-week program that teaches iOS development. This project investigated SA Net Promoter Score (NPS) data to find interesting and actionable trends that inform decision-makers about students' satisfaction towards the program and the likelihood that students would recommend SA to others.
- YouTube dataset for trending videos
- This project cleaned and analyzed the dataset to understand key elements contributing to the virality of videos on YouTube with data visualization & analysis.
- Notebook: records the process + source code
- Published article: How Do YouTube Videos Become Trending?
- This project cleaned and analyzed the dataset to understand key elements contributing to the virality of videos on YouTube with data visualization & analysis.
- Recogmize (on the App Store)
- A showcase of image classifiers and OCRs (optical character recognizers) I built. From training models to putting models into the iOS app. This project combined my skills in iOS development with data science.
- One of the OCRs was used by Nukon
- Repository for iOS source code
- Repository for Python source code
- Published article: How I built a handwriting recognizer and shipped it to the App Store
- A showcase of image classifiers and OCRs (optical character recognizers) I built. From training models to putting models into the iOS app. This project combined my skills in iOS development with data science.
- Diabetes 130 Hospitals Records
- This project utilized the dataset to built a model that predicts which patients would be readmitted.
- Notebook: records the process
- This project utilized the dataset to built a model that predicts which patients would be readmitted.
- Machine Learning Course
- I took "DS2: Intro to Machine Learning" course at Make School. This repository documents my learnings and assignments related to applied machine learning.