Time series demand forecasting on NYC taxi dataset

• المؤلف الرئيسي: Teh, Timothy Rui Sheng
• مؤلفون آخرون: Arvind Easwaran
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Time series forecasting
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180988
• المؤسسة: Nanyang Technological University

This project investigates time series forecasting on the NYC Taxi & Limousine Commission (TLC) dataset, aiming to determine how various data preprocessing techniques and feature engineering methods can improve the accuracy of predictions. The TLC dataset, rich in information on taxi demand and s...