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Stephen Dini's Projects

amazon_vine_analysis icon amazon_vine_analysis

use PySpark to perform the ETL process to extract the dataset, transform the data, connect to an AWS RDS instance, and load the transformed data into pgAdmin.

ascii-star-generator icon ascii-star-generator

This will ask for a how many stars and the size. Then print out a ascii scene with the generated stars.

credit_risk_analysis icon credit_risk_analysis

Using the credit card credit dataset from LendingClub, a peer-to-peer lending services company, an oversample of the data will be done using the RandomOverSampler and SMOTE algorithms, and undersample the data using the ClusterCentroids algorithm. Then, a combinatorial approach of over- and undersampling using the SMOTEENN algorithm wil be done. Next, a comparison of the two new machine learning models that reduce bias, BalancedRandomForestClassifier and EasyEnsembleClassifier, to predict credit risk. Finally, the performance of these models will be evaluated and a written recommendation on whether they should be used to predict credit risk.

dota-face-off icon dota-face-off

Aram mod for DotA 2, Trying to keep some of the core feelings DotA 2 has.

erds_house icon erds_house

Discord bot that does stuff you do not want to do yourself.

movies-etl icon movies-etl

Education on Extracting, Transforming, and Loading data or ETL for short.

orchidfordynamo icon orchidfordynamo

This repository contains the content of the Orchid package for Dynamo

pyber_analysis icon pyber_analysis

creating visualizations of rideshare data for PyBer to help improve access to ride-sharing services and determine affordability for underserved neighborhoods.

tootiesonwashington icon tootiesonwashington

Website containing the menu and contact information for the restaurant Tooties on Washington Ave. located in Saint Louis.

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