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Jeff Zimmerman's Projects

bikesharing icon bikesharing

Uses Tableau visualization to evaluate bike-sharing data for cross-market analysis

credit_risk_analysis icon credit_risk_analysis

This project applies supervised machine learning models to predict credit risk, and compare algorithm effectiveness in an unbalanced classification problem

cryptocurrencies icon cryptocurrencies

Uses unsupervised machine algorithms to produce scatter plots and 3-D visualizations

election_analysis icon election_analysis

Processing election data in python with multiple candidate results across counties

fairtrade_machine_learning icon fairtrade_machine_learning

A team project to develop a machine learning model with data cleaning, relational database integration, and Tableau visualization

github.io icon github.io

An interactive webpage using JavaScript and HTML

neural_network_charity_analysis icon neural_network_charity_analysis

A project developing a neural network model for analyzing charitable contributions. Showcases data preprocessing, training and testing set formulation, and compiling, training, and evaluating the model

school_district_analysis icon school_district_analysis

A python-based project to analyze school district data, with the task of identifying patterns to assess suspicions of academic dishonesty

surfs_up icon surfs_up

SQLite analysis using weather data to explore business opportunity

ufos icon ufos

An interactive webpage allowing search for data on reported UFO sightings, using JavaScript, HTML, CSS, and Bootstrap

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