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Tron Ziheng Zhou's Projects

amazon_vine_analysis icon amazon_vine_analysis

Using PySpark to perform ETL on video games review dataset from Amazon Vine program; Set up connection between Amazon RDS and Postgres; Determine bias from the dataset using PySpark

bikesharing icon bikesharing

Analyze NYC citibike data to help figure out how the bike-share business works in NYC in order to start a similar bike-share business for hometown of Des Moines lowa.

credit_risk_analysis icon credit_risk_analysis

Employ different techniques to train and evaluate models with unbalanced classes to predict credit risk

cryptocurrencies icon cryptocurrencies

Helping firms to determine what cryptocurrencies are on the trading market and how they could be grouped to create a classification system for future investment.

election_analysis icon election_analysis

Perform analysis on election results for a Colorado Board of Elections employee

neural_network_charity_analysis icon neural_network_charity_analysis

Help a nonprofit philanthropic foundation Alphabet Soup to analyze the impact of each donation and vet potential recipients in order to ensure that the foundation's money is being used effectively.

pewlett-hackard-analysis icon pewlett-hackard-analysis

Help a large company Pewlett Hackard determine the number of retiring employees per title and identify employees who are eligible to participate in a mentorship program.

pyber_analysis icon pyber_analysis

Using Matplotlib to create visualizations to show the total weekly fares for each city type from the PyBer ride-sharing dataset.

stock-analysis icon stock-analysis

Perform analysis on a handful of green energy stocks for Steve; Use Visual Basic for Applications (VBA) to automate calculation tasks on stocks.

surfs_up icon surfs_up

Showcase investors that a surf shop is sustainable to open up in Oahu, Hawaii by performing temperature analysis on weather dataset provided in SQLite running using SQLAlchemy.

ufos icon ufos

Provide an in-depth analysis of UFO sightings by allowing users to filter for multiple criteria at the same time on an HTML webpage.

world_weather_analysis icon world_weather_analysis

Apply analysis, visualizations, and statistical skills while retrieving specific data from a website through an application programming interface or API.

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