Group 1 Stage I Elective Courses

Complete exactly 15 points from the following:

• COMPSCI 130 - Introduction to Software Fundamentals (15 points)

• STATS 101 - Introduction to Statistics (15 points)

• STATS 108 - Statistics for Commerce (15 points)

Group 2 Stage I Elective Courses

Complete exactly 30 points from the following:

• COMPSCI 130 - Introduction to Software Fundamentals (15 points)

• GEOG 101 - Earth Surface Processes and Landforms (15 points)

• GEOG 102 - Geography of the Human Environment (15 points)

• GEOG 103 - Mapping Our World (15 points)

• GEOG 104 - Cities and Urbanism (15 points)

• GEOG 106 - Geographies of the Pacific (15 points)

• STATS 101 - Introduction to Statistics (15 points)

Stage II Compulsory Courses

Complete 30 points for ALL of the following:

• GISCI 241 - Principles of Remote Sensing (15 points)

• GISCI 242 - Principles of GIScience (15 points)

Stage II Elective Courses

Complete exactly 15 points from the following:

• BIOSCI 220 - Quantitative Biology (15 points)

• COMPSCI 230 - Object Oriented Software Development (15 points)

• ENVSCI 203 - Modelling Environmental Systems (15 points)

• STATS 201 - Data Analysis (15 points)

• STATS 220 - Data Technologies (15 points)

• URBPLAN 203 - Urban Infrastructure (15 points)

• URBPLAN 205 - Urban Infrastructure and Transportation Planning (15 points)

Group 1 Stage III Elective Courses

Complete exactly 30 points from the following:

• GEOG 342 - Technology, Power and Social Change (15 points)

• GISCI 341 - Remote Sensing Applications: From Drone to Satellite (15 points)

• GISCI 343 - Geo-Spatial Data Science (15 points)

• GISCI 344 - Special Topic (15 points)

Group 2 Stage III Elective Courses

Complete exactly 15 points from the following:

• COMPSCI 313 - Computer Architecture (15 points)

• COMPSCI 315 - Data Communications Technologies (15 points)

• COMPSCI 316 - Cyber Security (15 points)

• COMPSCI 320 - Applied Algorithmics (15 points)

• COMPSCI 331 - Large-Scale Software Development (15 points)

• COMPSCI 335 - Web Programming and Distributed Services (15 points)

• COMPSCI 340 - Operating Systems (15 points)

• COMPSCI 345 - Human-computer Interaction (15 points)

• COMPSCI 350 - Mathematical Foundations of Computer Science (15 points)

• COMPSCI 351 - Fundamentals of Database Systems (15 points)

• COMPSCI 361 - Machine Learning (15 points)

• COMPSCI 367 - Artificial Intelligence (15 points)

• COMPSCI 369 - Computational Methods in Interdisciplinary Science (15 points)

• COMPSCI 373 - Computer Graphics and Image Processing (15 points)

• GEOG 342 - Technology, Power and Social Change (15 points)

• GISCI 341 - Remote Sensing Applications: From Drone to Satellite (15 points)

• GISCI 343 - Geo-Spatial Data Science (15 points)

• GISCI 390 - Directed Study (15 points)

• SCIGEN 301 - Engaging in a Knowledge Society (15 points)

• STATS 302 - Applied Multivariate Analysis (15 points)

• STATS 310 - Introduction to Statistical Inference (15 points)

• STATS 313 - Advanced Topics in Probability (15 points)

• STATS 320 - Applied Stochastic Modelling (15 points)

• STATS 325 - Stochastic Processes (15 points)

• STATS 326 - Applied Time Series Analysis (15 points)

• STATS 330 - Statistical Modelling (15 points)

• STATS 331 - Introduction to Bayesian Statistics (15 points)

• STATS 369 - Data Science Practice (15 points)

• STATS 370 - Financial Mathematics (15 points)

• STATS 380 - Statistical Computing (15 points)

• STATS 383 - The Science and Craft of Data Management (15 points)