This is my machine learning engineer nanodegree capstone project - New York City Taxi Trip Duration.
Make sure to check these 2 files before anything else:
The Hypothesis, project design and motivation.
the process and results of this project.
01 - NYTaxi Capstone Project.ipynb
is the main notebook for this project. It has all relevant codes 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 main one.