sdaulton / Taxiprediction
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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)
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