Bachelor of Data Science (Commenced course prior to 2026) (DS01)

Please note

This page is presenting future information for the 2026 version of this course. Any information provided is subject to change.

You're viewing information for students who are currently enrolled in this course.
If you're interested in studying a similar course, go to future students' course information.

Download printable version of Bachelor of Data Science (Commenced course prior to 2026)

Planning your enrolment

This information will assist to plan your studies and complete your enrolment in HiQ. Read the information under the Course Structure tab for a recommended study program and unit details.

This is a major of the course Bachelor of Data Science (DS01)

If you need further enrolment advice use the contact details listed. For more information about enrolling visit the enrolment section.

Major Details

Course duration (full-time):	3 years
Course duration (part-time):	Domestic: 6 years
Total credit points:	288
Standard credit points/full-time semester:	48
Standard credit points/part-time semester:	24
Course coordinator:	Associate Professor Paul Wu
Discipline coordinator:	AskQUT
Course contact:	+61 7 3138 2000, askqut@qut.edu.au
Delivery:	Gardens Point, Online
CRICOS code:	103170C
Faculty:	Faculty of Science

Study costs

Domestic students may need to pay the Student Services and Amenities Fee (SSAF).

More information about study costs and paying fees.

Course Structures

To meet the course requirements of the Bachelor of Data Science, you must complete a total of 288 credit points.

For students who commenced in 2024 and 2025, the degree is arranged as follows:

Core discipline units - 180 credit points
QUT You - 24 credit points
Complementary studies - 84 credit points, made up of:
- one minor (48 credit points), plus
- 36 credit points of option units.

For students who commenced the course prior to 2024, the degree is arranged as follows:

Core discipline units - 192 credit points
Complementary studies - 96 credit points, made up of:
- two minors (48 credit points each)

For Work Integrated Learning (WIL) opportunities, SCB300 Professional Practice unit is available for selection. Save an elective to ensure study plan scope (SCB300 is available for selection in the complementary studies - unit options). Please refer to the Faculty of Science – Student Information: Work Placement Canvas page for further information and pre-enrolment requirements.

DS01 Bachelor of Data Science - February & July entry FT

Students who commenced their course in 2025 or prior, please refer to the ‘Bachelor of Data Science curriculum changes 2026 onwards’ for information regarding unit changes.

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
Choose either MXB100 or MXB106. Students who haven't completed Specialist Mathematics (or Maths C) in High School should select MXB100
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 1, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

Year 2, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge
Minor or Complementary Studies Unit (12cp)
Minor or Complementary Studies Unit (12cp)

Year 2, Semester 2

Code	Title	Offered In	Requisites
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
Choose either CAB330 or IAB303:
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Minor or Complementary Studies Unit (12cp)
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

Year 3, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor or Complementary Studies Unit (12cp)
Minor or Complementary Studies Unit (12cp)

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
Choose either MXB362 or CAB301:
(note: Select the unit for the semester you need. MXB362 is a SEM-2 unit, CAB301 is a SEM-1 unit.)
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
Minor or Complementary Studies Unit (12cp)
Minor or Complementary Studies Unit (12cp)

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
Complete either MXB100 or MXB106. Students who haven't completed Specialist Mathematics (or Maths C) in High School should select MXB100.
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.

Year 2, Semester 1

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

Year 2, Semester 2

Code	Title	Offered In	Requisites
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
Minor or Complementary unit (12cp)
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

Year 3, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor or Complementary unit (12cp)

Year 3, Semester 2

Code	Title	Offered In	Requisites
Complete either CAB330 or IAB303:
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Complete either MXB362 or CAB301:
(note: Select the unit for the semester you need. MXB362 is a SEM-2 unit, CAB301 is a SEM-1 unit)
MXB326	Computational Methods 2	Gardens Point Semester 1	Prerequisites: MXB202 and (MXB226 or MXB222) Antirequisites: EGB324
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
Minor or Complementary unit (12cp)

Year 4, Semester 1

Code	Title	Offered In	Requisites
Minor or Complementary unit (12cp)
Minor or Complementary unit (12cp)
Minor or Complementary unit (12cp)
Minor or Complementary unit (12cp)

Study plan progression: February & July entry PT

Students who commenced their course in 2025 or prior, please refer to the ‘Bachelor of Data Science curriculum changes 2026 onwards’ for information regarding unit changes.

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 1, Semester 2

Code	Title	Offered In	Requisites
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.

Year 3, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
SELECT	A QUT You unit (6 credit points)
SELECT	A QUT You unit (6 credit points)

Year 3, Semester 2

Code	Title	Offered In	Requisites
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
Minor or Complementary Studies unit (12 credit points)

Year 4, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
SELECT	A QUT You unit (6 credit points)
SELECT	A QUT You unit (6 credit points)

Year 4, Semester 2

Code	Title	Offered In	Requisites
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Minor or Complementary Studies unit (12 credit points)

Year 5, Semester 1

Code	Title	Offered In	Requisites
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor or Complementary Studies unit (12 credit points)

Year 5, Semester 2

Code	Title	Offered In	Requisites
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262
OR
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
(note: Select the unit for the semester you need. MXB362 is a SEM-2 unit, CAB301 is a SEM-1 unit)
Minor or Complementary Studies unit (12 credit points)

Year 6, Semester 1

Code	Title	Offered In	Requisites
Minor or Complementary Studies unit (12 credit points)
Minor or Complementary Studies unit (12 credit points)

Year 6, Semester 2

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
Minor or Complementary Studies unit (12 credit points)

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 3, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
2 x 6cps of QUT You units

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)

Year 4, Semester 1

Code	Title	Offered In	Requisites
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge
Minor or Complementary Studies unit (12 credit points)

Year 4, Semester 2

Code	Title	Offered In	Requisites
Minor or Complementary Studies unit (12 credit points)
Minor or Complementary Studies unit (12 credit points)

Year 5, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
2 x 6cps of QUT you units

Year 5, Semester 2

Code	Title	Offered In	Requisites
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Minor or Complementary Studies unit (12 credit points)

Year 6, Semester 1

Code	Title	Offered In	Requisites
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor or Complementary Studies unit (12 credit points)

Year 6, Semester 2

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262
OR
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
(note: Select the unit for the semester you need. MXB362 is a SEM-2 unit, CAB301 is a SEM-1 unit)

Year 7, Semester 1

Code	Title	Offered In	Requisites
Minor or Complementary Studies unit (12 credit points)
Minor or Complementary Studies unit (12 credit points)

Study plan progression: February & July entry FT (commenced 2023 or prior)

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 1, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
Minor Unit

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Minor Unit
Minor Unit
Minor Unit

Year 3, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor Unit
Minor Unit

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262
Minor Unit
Minor Unit

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge

Year 2, Semester 2

Code	Title	Offered In	Requisites
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
Minor unit
Minor unit

Year 3, Semester 1

Code	Title	Offered In	Requisites
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
Minor unit
Minor unit

Year 3, Semester 2

Code	Title	Offered In	Requisites
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Minor unit
Minor unit

Year 4, Semester 1

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Minor unit
Minor unit

Study plan progression: February & July entry PT (commenced 2023 or prior)

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 1, Semester 2

Code	Title	Offered In	Requisites
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.

Year 3, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121

Year 3, Semester 2

Code	Title	Offered In	Requisites
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))

Year 4, Semester 1

Code	Title	Offered In	Requisites
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242

Year 4, Semester 2

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
IFB104 Equivalents: INB104, ITB001	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD104, CAB201, EGB103, EGD103
MXB100 Equivalents: MAB100,MAB120,MAB180	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MAB125, MZB125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
OR
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 2, Semester 1

Code	Title	Offered In	Requisites
IFB105 Equivalents: IFB130, ITD105	Database Management	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	For PU51 students, PUB110 is the assumed knowledge for IFB105.
MXB101 Equivalents: MAB210	Probability and Stochastic Modelling 1	Available for enrolment in 2025

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.

Year 3, Semester 1

Code	Title	Offered In	Requisites
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB262 Equivalents: MAB481	Visualising Data	Available for enrolment in 2025	Prerequisites: SEB113 or MXB107 or MXB161 or MXB261 or MZB126 Programming skills are assumed knowledge

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB100	Fundamentals of Data Science	Gardens Point Semester 2 Online Semester 2	Prerequisites: (CAB201 or ITD121) and (MZB151 or any MXB unit). CAB201 can be studied in the same teaching period as DSB100.
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)

Year 4, Semester 1

Code	Title	Offered In	Requisites
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580

Year 4, Semester 2

Code	Title	Offered In	Requisites
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
OR
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
MXB362 Equivalents: MAB681	Advanced Visualisation and Data Science	Online Semester 2 Gardens Point Semester 2	Prerequisites: DSB101 or MXB262

Year 5, Semester 1

Code	Title	Offered In	Requisites
DSB300	Data Science Capstone Project	Online Semester 2 Gardens Point Semester 2	Prerequisites: (DSB200 and 192cps of study) or (MXB344 or CAB420)
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242

Unit Lists

QUT You

Code	Title	Offered In
QUT001	QUT You: Artificial Intelligence in the Real World	Gardens Point Semester 1 - 6 Week A, Semester 2 - 6 Week D Kelvin Grove Semester 1 - 6 Week A, Semester 2 - 6 Week D Online Semester 1 - 6 Week A, Semester 2 - 6 Week D
QUT002	QUT You: Walking on Country	Online Semester 1 - 6 Week A, Semester 2 - 6 Week D Gardens Point Semester 1 - 6 Week A, Semester 2 - 6 Week D Kelvin Grove Semester 1 - 6 Week A, Semester 2 - 6 Week D
QUT003	QUT You: Real Action for Real Change	Online Semester 1 - 6 Week A, Semester 2 - 6 Week D Kelvin Grove Semester 1 - 6 Week A, Semester 2 - 6 Week D Gardens Point Semester 1 - 6 Week A, Semester 2 - 6 Week D
QUT004	QUT You: Living and Working Collaboratively, Ethically, and Inclusively	Online Semester 1 - 6 Week A, Semester 2 - 6 Week D Kelvin Grove Semester 1 - 6 Week A, Semester 2 - 6 Week D Gardens Point Semester 1 - 6 Week A, Semester 2 - 6 Week D
QUT005	QUT You: Seeing Me, Seeing You: Skills for a Diverse World	Online Semester 1 - 6 Week B, Semester 2 - 6 Week C Kelvin Grove Semester 1 - 6 Week B, Semester 2 - 6 Week C Gardens Point Semester 1 - 6 Week B, Semester 2 - 6 Week C
QUT006	QUT You: The Art of Pitching	Online Semester 1 - 6 Week B, Semester 2 - 6 Week C Gardens Point Semester 1 - 6 Week B, Semester 2 - 6 Week C Kelvin Grove Semester 1 - 6 Week B, Semester 2 - 6 Week C
QUT007	QUT You: Fighting 'Fake News'	Kelvin Grove Semester 1 - 6 Week B, Semester 2 - 6 Week C Gardens Point Semester 1 - 6 Week B, Semester 2 - 6 Week C Online Semester 1 - 6 Week B, Semester 2 - 6 Week C
QUT008	QUT You: Think Like a Computer and Change the World	Gardens Point Semester 1 - 6 Week B, Semester 2 - 6 Week C Kelvin Grove Semester 1 - 6 Week B, Semester 2 - 6 Week C Online Semester 1 - 6 Week B, Semester 2 - 6 Week C
QUT009	QUT You: Data Science for Society	Gardens Point Semester 1 - 6 Week A, Semester 2 - 6 Week D Online Semester 1 - 6 Week A, Semester 2 - 6 Week D Kelvin Grove Semester 1 - 6 Week A, Semester 2 - 6 Week D
QUT010	QUT You: People with Robots	Gardens Point Semester 1 - 6 Week B, Semester 2 - 6 Week C Kelvin Grove Semester 1 - 6 Week B, Semester 2 - 6 Week C Online Semester 1 - 6 Week B, Semester 2 - 6 Week C

Bachelor of Data Science curriculum changes 2026 onwards

There are a number of changes to units which may affect your enrolment in 2026 or beyond. Study plans for affected continuing students will be updated.

2025 or earlier	Change	From 2026
MXB262 Visualising Data	Equivalent to	DSB101 Introduction to Data Science and Visualisation
MXB101 Probability and Stochastic Modelling 1	Replaced with	DSB102 Introduction to Machine Learning
IAB206 Modern Data Management	Equivalent to	DSB201 Advanced Databases
IAB303 Data Analytics for Business Insight	Replaced with	DSB202 Data Ethics and Society
MXB232 Introduction to Operations Research	Equivalent to	MXB109 Introductory Operations Research
CAB430 Data and Information Integration	Replaced with	Seek Faculty advice

2026 or earlier	Change	From 2027
DSB100 Fundamentals of Data Science	Replaced with	DSB200 Applied Data Science

2027 or earlier

Change

From 2028

MXB362 Advanced Visualisation and Data Science

Replaced with

*DSB301 Advanced Visualisation and Data Science

*Students admitted from 2026 with advanced standing who are ahead of the standard course progression may have DSB301 replaced with MXB362

The above information is subject to change.

Bachelor of Data Science Minors List

Advanced Computing Minor (DS01MNR-ADVCOMT version 3)

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
Select 24 cps (one unit) from the Option Units List in Advanced Computing Minor
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
Please note: if CAB201 is a core unit in your course or major, you can select another unit from the options list to substitute CAB201 in this minor. Please contact the faculty for study plan assistance

Artificial Intelligence Minor (DS01MNR-ARTINT)

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
IFB220 Equivalents: IFZ220	Introduction to AI for IT Professionals	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: IFB104 or EGB103
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or MXB108) and CAB201. CAB201 can be studied in the same teaching period as IFB320.

Business Data Science Minor (DS01MNR-BUSDATA)

Code	Title	Offered In	Requisites
Select 48 cps of study (four units) from the list:
DSB201 Equivalents: IAB206	Advanced Databases	Gardens Point Semester 2 Online Semester 2	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
IAB410	Enterprise Data & AI Governance	Available for enrolment in 2027
MXB109 Equivalents: MAB315, MXB232	Introductory Operations Research	Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100

Data Analytics Minor (DS01MNR-DATANA)

Code	Title	Offered In	Requisites
Select 48 cps of study (four units) from the list:
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107
MXB341 Equivalents: MAB524	Statistical Inference	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB241 or MAB314
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242

Decision Analytics Minor (DS01MNR-DECANA)

Code	Title	Offered In	Requisites
Select 48 cps of study (four units) from the list:
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB109 Equivalents: MAB315, MXB232	Introductory Operations Research	Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
MXB233	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB32
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB334 Equivalents: MAB625	Operations Research for Stochastic Processes	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB232 and MXB241
MXB336	Stochastic Dynamic Programming	Available for enrolment in 2028	Prerequisites: (MXB109 or MXB232) and MXB241

Machine Learning Minor (DS01MNR-MLEARN)

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201	Object-Oriented Programming and Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB104 or ITD104 or MZB126 or MZB127 or EGD126 or MXB103 or EGB103 or EGD103 Antirequisites: ITD121
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
Select 12 cps (one unit) from the Option Units List in Machine Learning Minor
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or MXB108) and CAB201. CAB201 can be studied in the same teaching period as IFB320.

Process Analytics Minor (DS01MNR-PRCANA)

Code	Title	Offered In	Requisites
IAB203	Process Modelling	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2
IAB320	Process Improvement	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB203
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
Select 12 cps (one unit) from the Option Units List in Process Analytics Minor
IAB201	Modelling Techniques for Information Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB103 or ITD103) and (IFB105 or IFB130 or ITD105)) or IAB203 Antirequisites: ITD122
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
IAB410	Enterprise Data & AI Governance	Available for enrolment in 2027

Computational and Simulation Science Minor (DS01MNR-COMPSIM version 3)

Code	Title	Offered In	Requisites
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
Select 24 cps (one unit) from the Option Units List in Computational and Simulation Science Minor
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB226 Equivalents: MAB420, MXB222	Computational Methods 1	Gardens Point Semester 2	Prerequisites: MXB103 and MXB201

Phasing out Minors (commenced 2024 - 2025)

Computational and Simulation Science Minor (DS01MNR-COMPSIM version 2)

Code	Title	Offered In	Requisites
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
Select 12 credit points from the Computational and Simulation Science Unit Options
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB361	Aspects of Computational Science	Available for enrolment in 2025	Prerequisites: MZB127 or MXB161 or MXB261 Sound programming skills; MXB100 or Specialist Mathematics is assumed knowledge.

Data Mining and Artificial Intelligence Minor (DS01MNR-DMANDAI version 2)

Code	Title	Offered In	Requisites
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB430	Data and Information Integration	Available for enrolment in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
Select 24 credit points from the Data Mining and Artificial Intelligence Minor Unit Options.
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
CAB431	Text Analysis and Web Search	Available for enrolment in 2025	Prerequisites: CAB201 or ITD121

Optimisation and Stochastic Modelling Minor (DS01MNR-OPTST version 1)

Code	Title	Offered In	Requisites
Select 48 cps of study (four units) from the list:
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB232 Equivalents: MAB315	Introduction to Operations Research	Available for enrolment in 2025	MXB100 or Senior Mathematics C or Senior Specialist Mathematics is assumed knowledge.
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB332 Equivalents: MAB525	Optimisation Modelling	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB232 or MAB315
MXB334 Equivalents: MAB625	Operations Research for Stochastic Processes	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB232 and MXB241
MXB341 Equivalents: MAB524	Statistical Inference	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB241 or MAB314

Information Systems Minor (DS01MNR-INFOSYS version 2)

Code	Title	Offered In	Requisites
Unit List (Semester 2 2024 onwards)
Select 24 cps of study (two units) from the list:
IFB103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD103
IAB201	Modelling Techniques for Information Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB103 or ITD103) and (IFB105 or IFB130 or ITD105)) or IAB203 Antirequisites: ITD122
Select 24cp of Unit Options from the following Strands:
Business Intelligence Strand
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Select 12cp from the Business Intelligence Strand Options List
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
Business Process Management Strand
IAB203	Process Modelling	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2
Select 12cp from the Business Process Management Strand Options List
IAB320	Process Improvement	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB203
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
Enterprise Systems Strand
IAB251 Equivalents: IAZ251	Software Engineering for Enterprise Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and IFB201) or CAB201
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
Internet of Things Strand
IAB230	Design of Enterprise IoT	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103
IAB330 Equivalents: IAZ330	Applied Internet of Things	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB230 or CAB201 or ITD121

Phasing out Minors (commenced 2023 or prior)

Data Mining and Artificial Intelligence Minor (DS01MNR-DMANDAI version 1)

Code	Title	Offered In	Requisites
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB430	Data and Information Integration	Available for enrolment in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
CAB431	Text Analysis and Web Search	Available for enrolment in 2025	Prerequisites: CAB201 or ITD121
Select 12 credit points (1 unit) from the following:
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1

Advanced Computing for Data Science Minor (DS01MNR-ADVCOMT version1)

Code	Title	Offered In	Requisites
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB402	Programming Paradigms	Available for enrolment in 2025	Prerequisites: IFN584 or ((CAB201 or ITD121) and (CAB203 or CAB220 or DSB100 or MZB127)) or (IFN563 and IFN564) or (IFQ563 and IFQ564)
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.

Computational and Simulation Science Minor (DS01MNR-COMPSIM version 1)

Code	Title	Offered In	Requisites
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
MXB361	Aspects of Computational Science	Available for enrolment in 2025	Prerequisites: MZB127 or MXB161 or MXB261 Sound programming skills; MXB100 or Specialist Mathematics is assumed knowledge.

Bachelor of Data Science Minors Phasing out Minors List (commenced 2025 or prior)

Phasing out Minors (commenced 2024 - 2025)

Computational and Simulation Science Minor (DS01MNR-COMPSIM version 2)

Code	Title	Offered In	Requisites
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
Select 12 credit points from the Computational and Simulation Science Unit Options
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB361	Aspects of Computational Science	Available for enrolment in 2025	Prerequisites: MZB127 or MXB161 or MXB261 Sound programming skills; MXB100 or Specialist Mathematics is assumed knowledge.

Data Mining and Artificial Intelligence Minor (DS01MNR-DMANDAI version 2)

Code	Title	Offered In	Requisites
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB430	Data and Information Integration	Available for enrolment in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
Select 24 credit points from the Data Mining and Artificial Intelligence Minor Unit Options.
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
CAB431	Text Analysis and Web Search	Available for enrolment in 2025	Prerequisites: CAB201 or ITD121

Optimisation and Stochastic Modelling Minor (DS01MNR-OPTST version 1)

Code	Title	Offered In	Requisites
Select 48 cps of study (four units) from the list:
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB232 Equivalents: MAB315	Introduction to Operations Research	Available for enrolment in 2025	MXB100 or Senior Mathematics C or Senior Specialist Mathematics is assumed knowledge.
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB332 Equivalents: MAB525	Optimisation Modelling	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB232 or MAB315
MXB334 Equivalents: MAB625	Operations Research for Stochastic Processes	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB232 and MXB241
MXB341 Equivalents: MAB524	Statistical Inference	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB241 or MAB314

Information Systems Minor (DS01MNR-INFOSYS version 2)

Code	Title	Offered In	Requisites
Unit List (Semester 2 2024 onwards)
Select 24 cps of study (two units) from the list:
IFB103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD103
IAB201	Modelling Techniques for Information Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB103 or ITD103) and (IFB105 or IFB130 or ITD105)) or IAB203 Antirequisites: ITD122
Select 24cp of Unit Options from the following Strands:
Business Intelligence Strand
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
Select 12cp from the Business Intelligence Strand Options List
IAB206	Modern Data Management	Available for enrolment in 2025	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
Business Process Management Strand
IAB203	Process Modelling	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2
Select 12cp from the Business Process Management Strand Options List
IAB320	Process Improvement	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB203
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
Enterprise Systems Strand
IAB251 Equivalents: IAZ251	Software Engineering for Enterprise Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and IFB201) or CAB201
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
Internet of Things Strand
IAB230	Design of Enterprise IoT	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103
IAB330 Equivalents: IAZ330	Applied Internet of Things	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB230 or CAB201 or ITD121

Phasing out Minors (commenced 2023 or prior)

Data Mining and Artificial Intelligence Minor (DS01MNR-DMANDAI version 1)

Code	Title	Offered In	Requisites
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB430	Data and Information Integration	Available for enrolment in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
CAB431	Text Analysis and Web Search	Available for enrolment in 2025	Prerequisites: CAB201 or ITD121
Select 12 credit points (1 unit) from the following:
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1

Advanced Computing for Data Science Minor (DS01MNR-ADVCOMT version1)

Code	Title	Offered In	Requisites
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB402	Programming Paradigms	Available for enrolment in 2025	Prerequisites: IFN584 or ((CAB201 or ITD121) and (CAB203 or CAB220 or DSB100 or MZB127)) or (IFN563 and IFN564) or (IFQ563 and IFQ564)
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.

Computational and Simulation Science Minor (DS01MNR-COMPSIM version 1)

Code	Title	Offered In	Requisites
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
MXB361	Aspects of Computational Science	Available for enrolment in 2025	Prerequisites: MZB127 or MXB161 or MXB261 Sound programming skills; MXB100 or Specialist Mathematics is assumed knowledge.

Bachelor of Data Science Unit Options Lists

Bachelor of Data Science Unit Options List

Code	Title	Offered In	Requisites
Select either 12 cps (one unit) to complement your Second Major; OR 36 cps (three units) to complement your Minor; OR 84cps (seven units) from between the Bachelor of Data Science Unit Options List or Bachelor of Data Science University-wide Electives.
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB330	Machine Learning for Decision Making	Gardens Point Semester 2 Online Semester 2	Prerequisites: DSB100 or DSB102 or CAB201 or IFB220 Familiarity with the following IT concepts at the introductory level: Elementary Statistics; Basic Database Concepts; Finding library resources; and Issues involved in aligning business technology and information systems are assumed knowledge.
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB420	Machine Learning	Gardens Point Semester 1 Online Semester 1	Prerequisites: (CAB201 or EGB202 or CAB202 or ITD121 or IFN501 or IFN556 or Admission to (EN50 or EN55 or EN52 or EN56 or EN57 or EN62 or EN72)) or (192cps in SV03 or IV04 or MV05 or EV08) or (144cps in EV10) or (enrolment in IV53 or IV54 or IV55 or IV56 or IV58). Antirequisites: IFN580
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
IAB201	Modelling Techniques for Information Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB103 or ITD103) and (IFB105 or IFB130 or ITD105)) or IAB203 Antirequisites: ITD122
IAB203	Process Modelling	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2
IAB204	Business Analysis for IT Systems	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB103
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB230	Design of Enterprise IoT	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103
IAB251 Equivalents: IAZ251	Software Engineering for Enterprise Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and IFB201) or CAB201
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
IAB320	Process Improvement	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB203
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
IAB330 Equivalents: IAZ330	Applied Internet of Things	Online Semester 2 Gardens Point Semester 2	Prerequisites: IAB230 or CAB201 or ITD121
IAB353	Data Analytics for Enterprise Systems	Online Semester 2 Gardens Point Semester 2	Prerequisites: ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)) or IAB251
IAB401 Equivalents: IAB301, IAZ401	Enterprise Architecture	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFB103 AND IFB105 AND (IAB251 OR IAB203)
IFB103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD103
IFB201 Equivalents: ITD201, IFZ201	Introduction to Enterprise Computing	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB109 Equivalents: MAB315, MXB232	Introductory Operations Research	Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB201 Equivalents: MAB312	Advanced Linear Algebra	Gardens Point Semester 1	Prerequisites: MXB106 and (MXB102 or Admission to ST20) MXB105 is assumed knowledge.
MXB226 Equivalents: MAB420, MXB222	Computational Methods 1	Gardens Point Semester 2	Prerequisites: MXB103 and MXB201
MXB233	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB32
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
MXB301	Advanced Mathematical Techniques in Artificial Intelligence	Gardens Point Semester 2	Prerequisites: MXB103 and MXB105 and DSB102 and MXB201
MXB334 Equivalents: MAB625	Operations Research for Stochastic Processes	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB232 and MXB241
MXB341 Equivalents: MAB524	Statistical Inference	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB241 or MAB314

Bachelor of Data Science Unit Options List (commenced in 2024)

Code	Title	Offered In	Requisites
Complete 36 credit points from the Data Science Unit Options List.
CAB230 Equivalents: INB271	Web Computing	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB104 or ITD104 or EGB103 or EGD103
CAB301 Equivalents: CAZ301	Algorithms and Complexity	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB201 or ITD121
CAB320	Artificial Intelligence	Online Semester 1 Gardens Point Semester 1	Prerequisites: (INB270 or CAB201 or ITD121 or CAB202 or EGB202) and (MZB151 or ENB246 or MZB126 or EGD126 or MZB127 or MXB103 or MXB100)
CAB401	High Performance and Parallel Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFN584 or IFQ584 or (IFN563 and IFN564) or (IFQ563 and IFQ564) or CAB301
CAB402	Programming Paradigms	Available for enrolment in 2025	Prerequisites: IFN584 or ((CAB201 or ITD121) and (CAB203 or CAB220 or DSB100 or MZB127)) or (IFN563 and IFN564) or (IFQ563 and IFQ564)
CAB430	Data and Information Integration	Available for enrolment in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
CAB431	Text Analysis and Web Search	Available for enrolment in 2025	Prerequisites: CAB201 or ITD121
CAB432 Equivalents: CAZ432	Cloud Computing	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB301 or CAB302 or INB370 or INB371 or IFN666 or IFQ666 or (IFN582 and IFN584) or (IFQ582 and IFQ584) You have the option to use either Python or Javascript for assessments. It's expected that you have good programming skills in one of these languages, or have good skills in another language and the ability to learn Python or Javascript on your own.
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
EVB203 Equivalents: UDB181	Geospatial Information Science	Last offered in 2024	Prerequisites: Completion of 48 credit points, or enrollment in ST20
IAB207 Equivalents: IAZ207	Rapid Web Application Development	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: (IFB103 or ITD103) and (IFB105 or ITD105 or IFB130)
IAB260	Social Technologies	Gardens Point Semester 1 Online Semester 1
IAB303	Data Analytics for Business Insight	Available for enrolment in 2025	Prerequisites: AYB341 or ((IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105))
IAB321	Process Technologies	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB203
IFB103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: ITD103
MXB103 Equivalents: MAB220	Introductory Computational Mathematics	Online Semester 2 Gardens Point Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB105 Equivalents: MAB121, PVB200	Calculus and Differential Equations	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: PVB201 Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB106 Equivalents: MAB112, MAB122, MAB132, PVB202	Linear Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
MXB161	Computational Explorations	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: Admission to (MS01 or MV05 or MV06 or DS01 or IX30 or SE20 or SE30 or SE40 or SE70 or ST20 or SE07 or ID29) or 48 credit points of study in current course
MXB232 Equivalents: MAB315	Introduction to Operations Research	Available for enrolment in 2025	MXB100 or Senior Mathematics C or Senior Specialist Mathematics is assumed knowledge.
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB261 Equivalents: INB360, MAB480	Modelling and Simulation Science	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
MXB332 Equivalents: MAB525	Optimisation Modelling	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB232 or MAB315
MXB334 Equivalents: MAB625	Operations Research for Stochastic Processes	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB232 and MXB241
MXB361	Aspects of Computational Science	Available for enrolment in 2025	Prerequisites: MZB127 or MXB161 or MXB261 Sound programming skills; MXB100 or Specialist Mathematics is assumed knowledge.
IAB201	Modelling Techniques for Information Systems	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: ((IFB103 or ITD103) and (IFB105 or IFB130 or ITD105)) or IAB203 Antirequisites: ITD122
IAB203	Process Modelling	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2
MXB341 Equivalents: MAB524	Statistical Inference	Gardens Point Semester 1 Online Semester 1	Prerequisites: MXB241 or MAB314
SCB300	Professional Practice	Gardens Point Semester 1, Semester 2, Summer	Prerequisites: Successfully completed of 96cp of coursework units and admission into IN01 or IN05 or ST01 or DS01 or MS01) Other Requisites: Placements must be pre-approved by the Faculty of Science WIL team.

Bachelor of Data Science: University-wide Electives

Bachelor of Data Science University-wide Electives, select either:

12 cps (one unit) to complement your Second Major; or
36 cps (three units) to complement your Minor; or
84cps (seven units) from between the Bachelor of Data Science Unit Options List (above) or University-wide Electives.

Elective units can be accessed via your Study Plan in eStudent.

Last modified: 31 October 2025 05:44AM