William Yang's repositories
Parkinsons-Vocal-Analysis-Model
Verifying suitability of dysphonia measurements for diagnosis of Parkinson’s Disease using multiple supervised learning algorithms.
Finalytics
A data visualization platform that helps users assess their portfolios
Smartcab
Designed an AI driving agent for the smartcab. It should receive inputs at each time step t, and generate an output move. Based on the rewards and penalties it gets, the agent should learn an optimal policy for driving on city roads, obeying traffic rules correctly, and trying to reach the destination within a goal time. Project 4 of the Udacity Machine Learning Nanodegree program - details included.
Item-Catalog
https://catalogit1997.herokuapp.com/ Developed a content management system using the Flask framework in Python. Authentication is provided via OAuth and all data is stored within a PostgreSQL database.
DataSciencePython
common data analysis and machine learning tasks using python
Deep-Learning
Personal projects related to the study of Deep Learning
Neighborhood-Map
A single-page web application, built using the Knockout framework, that displays a Google Map of an area and various points of interest. Users can search all included restaurants and, when selected, additional information about a landmark is presented from the FourSquare API.
LearningJournal
📕 This is a repository that I hope to commit everything I learn about software development to - on a day to day basis. The goal is to make some time everyday to learn something new.
Multi-User-Blog
http://williamyblog.appspot.com/blog This is a project I built to allow multiple users to register and publish to a blog. It is built using a python backend and Jinja2 template.
WilliamY97.github.io
www.williamyang.me - My website containing personal information, work experience, and my resume.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Boston-House-Pricing-Prediction
Built an optimal model based on a statistical analysis with the tools available. This model is used to estimate the best selling price for a client’s Boston home. Project 1 of the Udacity Machine Learning Nanodegree Program - details included.
coding-interview-university
A complete computer science study plan to become a software engineer.
Customer-Segments
Used unsupervised learning techniques to see if any similarities exist between customers, and how to best segment customers into distinct categories. Project 3 of the Udacity Machine Learning Nanodegree program - details included.
ECE250_Algorithms_DataStructures_Projects
A series of four lab projects I developed during the course Algorithms and Data Structures at the University of Waterloo
Fantasy-Basketball-Schema
Built a PostgreSQL database scheme to store the results of a fantasy basketball tournament. I provided a number of queries to report the results of the tournament and determine the winner.
iOS-Applications
A collection of iOS Apps I've made to learn mobile development with Swift
Klondike-Solitaire
The solitaire card game developed using Java
Mini-Portfolio
Developed a responsive website that will display images, descriptions and links. A practice in working with scaling front-end.
Network-Buffer-Simulator
Simulation of a network buffer for packet ingestion
Student-Intervention-ML
Developed a model that can predict the likelihood that a given student will pass, thus helping diagnose whether or not an intervention is necessary. Project 2 of the Udacity Machine Learning Nanodegree Program - details included.
Titanic-Survival-ML-Analysis
Applied Machine Learning concepts and created decision functions that attempt to predict survival outcomes from the 1912 Titanic disaster based on each passenger’s features. An optional mini-project as a part of the Udacity Machine Learning Nanodegree Program - details included