Udacity MLND Capstone project

Link to Github repository

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: proposal.pdf and report.pdf.


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.