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