Classification
Kaggle San Francisco Crime Classification competition
Kaggle San Francisco Crime Classification competition
Predicted location and crime type using a variety of Classification methods including KMeans and Logistic Regression.
Clustering
Using 20 years of Kobe Bryant's shots, I performed various Machine Learning techniques to classifiy missing datasets as made or missed shots.
Kaggle Kobe Bryant Shot Selection competition
Regression
Kaggle airbnb New User Booking Competition
Using Logistic and SVM regression I predicted which country users would make their first booking.
Dimensionality Reduction & Visualization
This notebook is an exploratory dive into Airbnb's User booking data with visualizations to show key areas of interest
Visualization of airbnb User Booking information
Major League Soccer Defensive Quality
I used PCA and PCA regression to gain key defensive statistics to predict concedded goals for MLS teams.