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Devin Greenzang's Projects

amazon_vine_analysis icon amazon_vine_analysis

Using 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. Then using PySpark, Pandas, & SQL to determine if there is any bias toward favorable reviews from Vine members in the dataset.

credit_risk_analysis icon credit_risk_analysis

Evaluate the performance of multiple machine learning models using sampling and ensemble techniques and making a recommendation on whether they should be used to predict credit risk.

cryptocurrencies icon cryptocurrencies

Preprocessing data for PCA, reducing dimensions for PCA, clustering by k-means then visualizing the results

mapping_earthquakes icon mapping_earthquakes

The purpose of this project is to visually show the differences between the magnitudes of earthquakes all over the world for the last seven days.

mission_to_mars icon mission_to_mars

Scrape High-Resolution Mars Hemisphere Images and Titles, Update the Web App with Mars Hemisphere Images and Title then Add Bootstrap 3 Components

movies-etl icon movies-etl

Creating an automated pipeline that takes in new data, performs the appropriate transformations, and loads the data into existing tables

my_website icon my_website

Making an Analysis on my final project experience

nba_final-project icon nba_final-project

Using Python, R, and SQL with the 2014-15 NBA season data set. Our project imports the data set, merges with other files for cleaning & processing then puts the material into a machine learning algorithm

school_district_analysis icon school_district_analysis

The purpose of our analysis is to find the overall passing percentages of the students and see if there is any correlation with the budget per student using numpy-python

surfs_up icon surfs_up

Analyzing weather data in jupyter notebook and making an app

ufos icon ufos

Using Javascript, bootstrap to make a UFO sightings page

world_weather_analysis icon world_weather_analysis

Using API's to retrieve weather data, create a customer travel destinations map & create a travel itinerary map.

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