Predicting the Distribution of Taxis in New York City Project Website Project Screencast Video IPython Notebooks: 1. Setup Project 2. Data Cleaning and Aggregation on AWS using Spark 3. Spark Output to CSV 4a. Machine Learning: Random Forest Prediction - Average Days Week 4b. Machine Learning: Random Forest Predicting the Future - Specific Days 4c. Machine Learning: k-Nearest Neighbors Prediction - Average Days Prediction 5a. Destination Data Cleaning and Aggregation 5b. Machine Learning: Predicting Destination (Pandas and sklearn)