TaxiPrediction
TaxiPrediction
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sdaulton
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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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