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Benjamin Lin's Projects

artist_alter_egos icon artist_alter_egos

This project was focused on a musician and their alter egos, specifically Logic and his two alter egos. I used unsupervised machine learning for topic modeling, as well as supervised ML to build a model that predicts which persona a phrase came from.

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

forests_for_a_forest icon forests_for_a_forest

My project focused on a dataset from the National Roosevelt Forest in Colorado. With hopes to expand the forest and develop new areas, the objective of this project is to predict the predominant tree type in a section of the forest.

nba-salaries icon nba-salaries

Web Scraping and Linear Regression Project for Metis Data Science Bootcamp - Predicting a NBA Player's Salary with their stats

passion_for_paws icon passion_for_paws

For my project, I worked closely with Belinda Hair, Executive Assistant of the Austin Animal Center, to understand their goals and how they want to leverage their data. My project focused on using the Austin Animal Center's Kaggle dataset to classify if an animal will be staying in the Center for a short, average, or long time. Using these predictions, Belinda can split the Center in 3 sections, so the employees and volunteers can better allocate their time and resources accordingly.

sleek icon sleek

:chart_with_upwards_trend: Sleek is a modern Jekyll theme focused on speed performance & SEO best practices

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

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