Spatial and Quantitative Methods for Transport Data Analytics (CIVL7415)
Information valid for Semester 1, 2020
Course level
Postgraduate Coursework
Faculty
Engineering, Architecture & Information Technology
School
Civil Engineering School
Units
2
Duration
One Semester
Delivery mode
Internal
Class hours
2 Lecture hours
1 Tutorial hour
Prerequisite
STAT2201 or CIVL2530
Restricted
Minimum 30 students or at Head of School's discretion
Assessment methods
Assignments; Final Examinations
Course enquiries
Current course offerings
Course offerings | Location | Mode | Course Profile |
Semester 1, 2025 (24/02/2025 - 21/06/2025) | St Lucia | In Person | Course Profile |
Please Note: Course profiles marked as not available may still be in development.
Course description
The growing amount of transport data that are available passively and actively from a variety of systems and sensors requires increasing knowledge of quantitative methods for descriptive and predictive purposes. Moreover, the location information in these data is increasingly important because the spatial context plays an essential role in decision making and problem solving in a number of transport applications. Accordingly, this course provides the necessary knowledge from statistics and regression techniques to demand forecasting, from optimisation methods to Geographic Information Systems, with emphasis on the theory as well as the practice of big data analytics.
Archived offerings
Course offerings | Location | Mode | Course Profile |
Semester 1, 2024 (19/02/2024 - 15/06/2024) | St Lucia | In Person | Course Profile |
Semester 1, 2023 (20/02/2023 - 17/06/2023) | St Lucia | In Person | Course Profile |
Semester 1, 2023 (20/02/2023 - 17/06/2023) | External | External | Course Profile |
Semester 1, 2022 (21/02/2022 - 21/06/2022) | St Lucia | Internal | Course Profile |
Semester 1, 2022 (21/02/2022 - 21/06/2022) | External | External | Course Profile |
Semester 1, 2021 (22/02/2021 - 19/06/2021) | External | External | Course Profile |
Semester 1, 2021 (22/02/2021 - 19/06/2021) | St Lucia | Flexible Delivery | Course Profile |
Semester 1, 2020 (24/02/2020 - 11/07/2020) | St Lucia | Internal | Course Profile |
Semester 1, 2018 (19/02/2018 - 23/06/2018) | St Lucia | Internal | Course Profile |