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airbnb

Create Hadoop Database for Airbnb

bike-sharing-demand

Use Regression to predict the numer of total users for the bike sharing system each day

breast-cancer

Breast Cancer Association Analysis

burn-victims

Logistic Regression and Naive Bayes on Burn Victim data to predict survival

car-reviews

Text Analysis of Edmunds car reviews and web scraped data about vehicle reliability for Toyota and Honda Makes

cars

Cars Dataset with Multinomial Classification

cars2

Cars decision tree

cholesterol

Binomial Logistic Regression on cholesterol data

contraceptive-method

Decision Tree Analysis of Contraceptive Methods

credit-approval

Credit Approval Association Analysis

first-gop-debate

Analysis of First GOP Debate tweets

imports

Linear Regression on Import Data

inpatient-charges

loan-default

Logistic regression, bagging, and random forest to predict probability of default (PD)

low-birth-weight

Logistic regression of low birth weight in Apache Spark using a python notebook

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

movie-recommendations

Built three recommendation systems using different methods: user based collaborative filtering, item based collaborative filtering, and popularity filtering

pima-diabetes

Decision Tree

presidential-tweets

Tweets made by Obama during his last term compared to tweets made so far in his term as of 06/09/2017

respiratory-mortality

Predict respiratory patient mortality in ICU units using the MIMIC III database

russian-market

Regression to predict real estate prices in the volatile Russian market

seeds

Clustering of plant seeds

student-etl

Extract, Transform, Load in SQL

student-evaluations

Cluster Analysis of Turkieye Student Evaluations of Professors

time-series-analysis

Time series analysis of daily bike sharing count

titanic

logistic regression of titanic data

vehicle-clustering

Clustering of Vehicles