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jayson-faulds's Projects

2019-mlb-playoffs icon 2019-mlb-playoffs

This is a project where I build an Ordinal Logistic Regression model to predict the 2019 MLB Playoffs

click-predictions icon click-predictions

In this project, I (and my team) attempt to predict whether an ad will get clicked by the user

covid-r-scripts icon covid-r-scripts

During the quarantine, I have been reading/practicing like crazy. Here are some R scripts that I used/learned

dota-2-ml icon dota-2-ml

Here I use machine learning methods in Python to predict Dota 2 match outcomes

spark-titanic icon spark-titanic

Here I practice building PySpark pipelines using the well-known Titanic dataset for data science

transfers icon transfers

European football (soccer) clubs' player transfer histories

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