New York City Taxi Trip Duration
This is my final capstone project for the Machine learning engineer nanodegree.
For more details about this dataset, feel free to check https://www.kaggle.com/c/nyc-taxi-trip-duration
Make sure to check these 2 files first:
The Hypothesis, project design and motivation.
The process and result of this project.
01 - NYTaxi Capstone Project.ipynb
It is a core notebook. It has all code including exploratory data analysis, feature engineering and training machine learning model.
02 - Picking The Best Algorithm.ipynb and 03 - Searching Hyperparameters.ipynb
Both are the supporting notebooks for the
01 - NYTaxi Capstone Project.ipynb.