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What I'm working on now: You can view my most recent project work at: Exploring Various Machine Learning Classifiers Using the Iris Dataset website.

This began as the introduction tutorial in a class. I've added to it so that it may be used as a reference for classification problems by others who are new to machine learning.



👩🏻‍🔬 Sharon Colson

🤖 Research Computing and Data Facilitator

🌎 Remote, Cookeville, TN, United States



PORTFOLIO PROJECT — Interactive visualization of Earthquake occurences using Leaflet and data collected from the USGS API.



Links to Additional Details in Project Titles

ATL-Foodie — Analysis of restaurant ratings in the Atlanta, GA area using the Yelp Academic Dataset.

  • This was a 2 week group project for the Georgia Tech/Trilogy Data Analysis Bootcamp.
  • Used Python/Flask & HTML/JS/CSS to build the web dashboard.
  • My part in this was deployment through the Heroku application; ETL of the dataset from Yelp zip file to SQLite database; collaborating on the Map and Ratings pages.

Car-ETL — Postgres database of vehicle-for-sale listings web-scraped from Auto.com through API calls.

  • Worked with a group of 3 others to over a 1 week period to create a Postgres database.
  • Started with a customer dataset from Kaggle which included factors important in determining which vehicle a customer might be interested in (IE: family size, income, careertype).
  • Webscraped vehicle listings from Autolist.com and merged these with features listed through US Fuel Economy to create a dataset that could be manipulated using Postgres to determine which customers should receive notifications for specific vehicles.
  • My part in this was collection of the vehicle Data; ETL on the dataset; deployment to the database.

Covid Vaccine Analysis — Analyzed 30 days of vaccine and new case data to determine the current effects that vaccinations were having on new Covid case numbers.

  • This project was completed as part of a group of 3 for the Georgia Tech/Trilogy Data Analysis Bootcamp.
  • Collected and visualized data pertaining to new Covid Cases and Vaccination counts using Matplotlib and Seaborn.
  • My part in this project was collaboration in transforming the data and creating visualizations and creating the README.

Sharon Colson's Projects

atl-foodie icon atl-foodie

Exploration of the restaurant offerings in Atlanta, GA using the Yelp Academic Dataset.

car-etl icon car-etl

Building a data base of vehicle sale listings and features using ETL and SQL.

cryptocurrency icon cryptocurrency

Cluster and explore cryptocurrency using unsupervised machine learning for the purposes of creating a classification system for a new cryptocurrency investment portfolio option on the behalf of a client.

earthquake_visualization icon earthquake_visualization

Explore the Javascript Leaflet library by building an interactive map of earthquakes and fault lines for the US Geological Survey. Check it out at:

gcd_calculator icon gcd_calculator

Using C++ this program explores various algorithms for calculating Greatest Common Divisor

git-workshop icon git-workshop

Example repository for students to fork and contribute to

heroes_of_pymoli icon heroes_of_pymoli

Analysis of in-game purchasing data for Heroes of Pymoli video game using Pandas.

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