NYC Taxi Trip Duration

Machine learning model for predicting taxi trip durations across NYC boroughs.

01.Project Overview

Overview

A machine learning project focused on predicting the duration of taxi trips in New York City based on pickup/dropoff locations, time of day, and other features.

Key Aspects

  • Exploratory Data Analysis (EDA)
  • Feature Engineering
  • Regression Models (XGBoost, Random Forest)

Technologies

PythonJupyter NotebookMachine Learning

Role

Data Scientist

Timeline

Jan 2025

Category

Predictive Analytics