Isaac Campbell-Smith's Projects
Exploring how many Tacoma renters are abusing the service
An exploratory data analysis of the last 2 years of Lyft's bike sharing service, Bay Wheels, in California's Bay Area. This repo was prepared during as first capstone project as a student at Galvanize Seattle. Let's dive in, shall we?
Exploring multiple machine learning techniques to detect fraud and cost-benefit analysis of different probability thresholds
Text classification of stand up comedy specials to better understand genre and improve content recommendations
First Place entry for Galvanize Datathon (October 2020). Sentiment analysis of American political tweets and their potential effect on the election, before/after Trump announced he was diagnosed with Covid-19.
Contains files related to content and project of DSND Term 2
Regression task to predict number of comments a Facebook post recieved
Simple terminal-based games written in Python.
Using science for good! In this project we'll be using Machine Learning to flag hateful content in Facebook memes.
Hi, I'm Isaac
Reviewing linear regression model & engineering best practices
Python code for common Machine Learning Algorithms
Miscellaneous Data Fun with Magic the Gathering Cards
Misc. Scripts for Describing Datasets used for Machine Learning
Mongo DB
100 numpy exercises (with solutions)
Building an ETL PostgreSQL Pipeline from scratch on AWS RDS to both perform detailed analysis of 6 years of Competitive Pokemon Battling statistics and get a better sense of an industry-standard Data Analyst workflow
Recommending Movies for Users based on User movie ratings, demographic data on users, and metadata about movies
Professional Resume