agnesjiang Goto Github PK

data-science-swag

My Data Science collection(Books and Articles)

data_mining

Built light gradient boosting with logistics regression model in Python to predict whether a project proposal will be approved based on feature engineering, sentiment analysis and TF-IDF of application metadata and essay contents

dc_parking

Visualized one-month parking tickets issued in DC with interactive maps and heat maps using R Shiny (leaflet package), allowing governors to explore parking problems and propose solutions based on time and locations

donorschoose

Education Supplies Application Screening

getting-started-with-spark

hadoop-streaming

lab-machine-learning-with-spark

ml-class

Programming exercises for 2011 ml-class.org (and the one exercise for ai-class.org)

nyc_taxi_transaction

Explored taxi passenger behaviors in locations and weather with Spark, SQL and Python, observing popular routes, typical rush hours and weather effect in New York City

pig-hive

setting-up

Setup your ssh key, upload to cloud, start vm and connect

spark-sql

spark-streaming-lab

time_series_forecasting