Name: Carol (Qiong) Duan
Type: User
Bio: Business Data Analyst | Data Scientist
Aspiring to contribute strong skills in analytics, problem-solving, and communication between tech and non-tech audience
Location: Greater New York City Area
Blog: https://www.linkedin.com/in/qiongduan/
Carol (Qiong) Duan's Projects
a practice repo
Code for data collection about adblocking performance (used in our research published at WebScience 2017)
Hands-On Machine Learning with Scikit-Learn & TensorFlow (O'Reilly)
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
Anti-Adblock Killer helps you keep your Ad-Blocker active, when you visit a website and it asks you to disable.
A music-data visualization using Processing.js; inspired by Spirograph
A topic-centric list of HQ open datasets. PR ☛☛☛
movie recommender system
Build a Jekyll blog in minutes, without touching the command line.
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Data and code behind the articles and graphics at FiveThirtyEight
Here are 3 projects I finished in General Assembly
Notebook to download machine learning flashcards
Example demonstrating how gradient descent may be used to solve a linear regression problem
A comprehensive, accessible database that contains records of over 260k US gun violence incidents from January 2013 to March 2018.
Hands-On Data Science for Marketing, published by Packt
my first repository
Deep Learning for humans
Lime: Explaining the predictions of any machine learning classifier
Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).
Concept showcase for "Appointment Scheduling System for Small and Medium-Sized Medical Facilities"
MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
Jupyter Notebook Conversion
A Jupyter notebook viewer for macOS
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
Jupyter Interactive Notebook
Source files for OpenIntro Statistics labs
OpenMRS API and web application code