Applied GIS and Spatial Data Analytics (ITLS6107)
UNIT OF STUDY
The world is increasingly filled with systems, devices and sensors collecting large amounts of data on a continual basis. Most of these data are associated with locations that represent everything from the movement of individuals travelling between activities to the flow of goods or transactions along a supply chain and from the location of companies to those of their current and future customers. Taking this spatial context into account transforms analyses, problem solving and provides a powerful method of visualising the world. This is the essence of Geographic Information Systems (GIS) and this unit. This unit starts by introducing students to the 'building blocks' of GIS systems, including data structures, relational databases, spatial queries and analysis. The focus then moves on to sources of spatial data including Global Positioning System (GPS), operational systems such as smartcard ticketing and transaction data along with web-based sources highlighting both the potential and challenges associated with integrating each data source within a GIS environment. The unit is hands-on involving learning how to use the latest GIS software to analyse several problems of interest using real 'big data' sources and to communicate the results in a powerful and effective way. These include identifying potential demand for new services or infrastructure, creating a delivery and scheduling plan for a delivery firm or examining the behaviour of travellers or consumers over time and locations. This unit is aimed at students interested in the spatial impact of decision-making and on the potential for using large spatial datasets for in-depth multi-faceted analytics.
Our courses that offer this unit of study
- Graduate Certificate in Commerce
- Graduate Certificate in Transport Management
- Graduate Diploma in Commerce
- Graduate Diploma in Complex Systems
- Graduate Diploma in Logistics and Supply Chain Management
- Graduate Diploma in Transport Management
- Master of Commerce
- Master of Complex Systems
- Master of Data Science
- Master of Logistics and Supply Chain Management
- Master of Transport Management
Further unit of study information
6 x 3.5 hr lectures, 6 x 3.5 hr computer labs.
individual projects (40%); group project (20%); group presentation (10%); final exam (30%)
Faculty/department permission required?
Unit of study rules
This unit assumes no prior knowledge of GIS; the unit is hands-on involving the use of software, which students will be trained in using.
Study this unit outside a degree
If you wish to undertake one or more units of study (subjects) for your own interest but not towards a degree, you may enrol in single units as a non-award student.
If you are from another Australian tertiary institution you may be permitted to underake cross-institutional study in one or more units of study at the University of Sydney.