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Ashley Green's Projects

bikesharing icon bikesharing

Develop a proof of concept business proposal, with interactive data visualizations powered by Tableau.

credit_risk_analysis icon credit_risk_analysis

Data preparation, statistical reasoning and machine learning are used to solve an unbalanced classification problem. Different techniques are employed to train and evaluate models with unbalanced classes.

election-analysis icon election-analysis

An audit and analysis of performance for a congressional election, including recommendations for improvement. Powered by structured data and Python.

movies-etl icon movies-etl

Create an automated pipeline that takes in new data, performs the appropriate transformations, and loads the data into existing tables. ETL (Extract, Transform and Load) Pipeline.

nlp_sentiment_analysis icon nlp_sentiment_analysis

Leveraging 21,000+ Amazon Reviews to conduct Natural Language Processing (NLP), Sentiment Analysis & Supervised Machine Learning to select the best specialty ice cream flavor for our expansion.

stock-analysis icon stock-analysis

Interactive and user friendly analysis of stocks using Excel and VBA.

ufos icon ufos

User-driven data visualizations for UFO sightings.

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