danielheffley / Danheff

Daniel Heffley's List of Projects
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mathematics nlp-machine-learning python3 sqlite3 supervised-learning unsupervised-machine-learning

Danheff

On my page you will find a selection of different projects I am passionate about relating to databases and data science. More projects are being completed at the moment.

Projects:

Fifa Player Clusters - I use statistical clusters to group FIFA 20 players into novel player categories and then compare the clusters to the real life positions the players play.

Mathematics of Melodies - A look into a mathematical paradox of sorts; how is it possible that so many duplicate melodies exist in such a wide world of music?

Predict Surname Ethnicity With Neural Networks - I use a neural net to classify last names by country of origin.

Predict Surname Ethnicity - Another take on predicting surname origin, but instead with a Random Forrest.

SQLite3 Concerts and Visualization - An example of how one could webscrape concerts and theoretically upload them to an internal concert database.

Linkedin: https://www.linkedin.com/in/daniel-heffley/ Email: daniel.heffley2@gmail.com