Chen's repositories
UW-Machine-Learning_Clustering_and_Retrieval
Document clustering and retrieval using text data from Wikipedia pages on people (NLP, bag of words, TF-IDF, similarity measure, nearest neighbors )
Bayesian_AB_testing
A web app for analyzing A/B testing data using Bayesian approach
Conversion_rate_optimization
Build a machine learning model to predicts conversion rate and make recommendations to improve revenue.
Machine-Learning
Machine Learning Projects using python
stock-price
A web app to plot an interactive chart of daily US or Chinese stock price
Loan_default_prediction
Analyze millions of lending club loan record from 2007-2017 to predict risk of default
UW-Machine-Learning---Classification
Machine learning projects using classification models( regularized logistic regression, CART, random forest, boosted models)
UW-Machine-Learning-Linear-Regression
Predicting house prices: build predictive models for price using input features (sqft, # bedrooms and bathrooms etc.)
WestNileVirus_prediction
West Nile Virus Prediction Predict West Nile virus in mosquitos across the city of Chicago
XEED-Machine-Learning
Machine Learning to improve Treatment of Parkinson's Disease
AB_testing_analysis
Analyze results from an A/B test and design an algorithm to automate some steps
Big-Data-Analysis
Big data projects using Hadoop MapReduce
CampaignPlanner
Example code for Lesson on Response Campaign planning
coding-interview-university
A complete computer science study plan to become a software engineer.
Crime-Analytics-Visualization-of-Incident-Reports
Crime Analytics: Visualization of Incident Reports
data_structure_algorithm
Algorithm and data structure using python
Flight_delay
Analyze flight cancelation and delay data to provide suggestion for travel agencies in booking flights
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Machine-Learning-for-Survival-Analysis
Machine Learning for Survival Analysis
nyc-ds-academy
In-class exercises for Deep Learning course at NYC Data Science Academy
Predict-Property-Maintenance-Fines
Machine learning model to understand when and why a resident might fail to comply with a blight ticket
Social-Network-Graph-Analysis-on-AWS
Use AWS Elastic MapReduce and the Pig language to perform graph analysis over a large dataset of 600GB
TensorFlow
Deep learning using TensorFlow
TensorFlow-LiveLessons
"Deep Learning with TensorFlow" LiveLessons
Visualization_in_python
Plotting, Charting & Data Representation in Python