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William Yang's Projects

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

boston-house-pricing-prediction icon 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.

customer-segments icon 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.

fantasy-basketball-schema icon 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.

finalytics icon finalytics

A data visualization platform that helps users assess their portfolios

ios-applications icon ios-applications

A collection of iOS Apps I've made to learn mobile development with Swift

item-catalog icon 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.

learningjournal icon 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.

mini-portfolio icon mini-portfolio

Developed a responsive website that will display images, descriptions and links. A practice in working with scaling front-end.

multi-user-blog icon 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.

neighborhood-map icon 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.

parkinsons-vocal-analysis-model icon parkinsons-vocal-analysis-model

Verifying suitability of dysphonia measurements for diagnosis of Parkinson’s Disease using multiple supervised learning algorithms.

smartcab icon 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.

student-intervention-ml icon 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.

texty icon texty

PennApps2015 - A new app that makes use of simple SMS messaging to return a variety of content everywhere you go - without the Wi-Fi.

titanic-survival-ml-analysis icon 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

watsat icon watsat

This repository contains a complete overhaul of the previous Waterloo Satellite team site which needed a re-design. I re-created the site from scratch.

williamy97.github.io icon williamy97.github.io

www.williamyang.me - My website containing personal information, work experience, and my resume.

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