Bachelor of Data Science (Artificial Intelligence and Machine Learning) (DS01)

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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)

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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 commencing from 2026, the degree is arranged as follows:

Core units - 108 credit points
A Major - 72 credit points
QUT You - 24 credit points
Complementary studies - 84 credit points, made up of:
- a Second Major (72 credit points) and a general elective unit (12 credit points), or
- a Minor (48 credit points) and general elective units (36 credit points), or
- seven general elective units (84 credit points)

Study plan progression: February & July entry - Full time

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
DSB101 Equivalents: MXB262	Introduction to Data Science and Visualisation	Gardens Point Semester 1 Online Semester 1
IFB104 Equivalents: INB104, ITB001, ITD104	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: 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.
Select 12 credit points from the Mathematics Strand Options Lists

Year 1, Semester 2

Code	Title	Offered In	Requisites
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2
CAB201 Equivalents: CAZ201, ITD121	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
Complementary Studies Unit
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
DSB200	Applied Data Science	Available for enrolment in 2027	Prerequisites: DSB101 and DSB102 and IFB104
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
Complementary Studies Unit

Year 2, Semester 2

Code	Title	Offered In	Requisites
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
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
Complementary Studies Unit
Complementary Studies 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
Select 12 credit points from the Capstone Project units
Complementary Studies Unit
Complementary Studies Unit

Year 3, 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.
Select 12 credit points from the Capstone Project units
Complementary Studies Unit
Select one QUT you unit (6 credit points)
Select one QUT you unit (6 credit points)

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2
IFB104 Equivalents: INB104, ITB001, ITD104	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: 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.
Select 12 credit points from the Mathematics Strand Options Lists

Year 2, Semester 1

Code	Title	Offered In	Requisites
DSB101 Equivalents: MXB262	Introduction to Data Science and Visualisation	Gardens Point Semester 1 Online Semester 1
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
Complementary Studies Unit
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
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
CAB201 Equivalents: CAZ201, ITD121	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
Complementary Studies Unit
Complementary Studies Unit

Year 3, Semester 1

Code	Title	Offered In	Requisites
DSB200	Applied Data Science	Available for enrolment in 2027	Prerequisites: DSB101 and DSB102 and IFB104
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
Complementary Studies Unit
Complementary Studies Unit

Year 3, 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.
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
Select 12 credit points from the Capstone Project units
Complementary Studies Unit

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 12 credit points from the Capstone Project units
Select one QUT you unit (6 credit points)
Select one QUT you unit (6 credit points)

Study plan progression: February & July entry - Part time

Semester 1 (February) entry

Year 1, Semester 1

Code	Title	Offered In	Requisites
DSB101 Equivalents: MXB262	Introduction to Data Science and Visualisation	Gardens Point Semester 1 Online Semester 1
IFB104 Equivalents: INB104, ITB001, ITD104	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: CAB201, EGB103, EGD103

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.
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2

Year 2, Semester 1

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.
Select 12 credit points from the Mathematics Strand Options Lists

Year 2, Semester 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201, ITD121	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
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
DSB200	Applied Data Science	Available for enrolment in 2027	Prerequisites: DSB101 and DSB102 and IFB104
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
Complementary Studies Unit

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
Complementary Studies Unit

Year 4, Semester 2

Code	Title	Offered In	Requisites
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
Complementary Studies Unit

Year 5, Semester 1

Code	Title	Offered In	Requisites
Complementary Studies Unit
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

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.
Complementary Studies Unit

Year 6, Semester 1

Code	Title	Offered In	Requisites
Select 12 credit points from the Capstone Project units
Complementary Studies Unit

Year 6, Semester 2

Code	Title	Offered In	Requisites
Select 12 credit points from the Capstone Project units
Complementary Studies Unit

Semester 2 (July) entry

Year 1, Semester 2

Code	Title	Offered In	Requisites
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2
IFB104 Equivalents: INB104, ITB001, ITD104	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: CAB201, EGB103, EGD103

Year 2, Semester 1

Code	Title	Offered In	Requisites
DSB101 Equivalents: MXB262	Introduction to Data Science and Visualisation	Gardens Point Semester 1 Online Semester 1
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 2

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201, ITD121	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
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
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100.
Select 12 credit points from the Mathematics Strand Options Lists

Year 3, Semester 2

Code	Title	Offered In	Requisites
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
Complementary Studies Unit

Year 4, Semester 1

Code	Title	Offered In	Requisites
DSB200	Applied Data Science	Available for enrolment in 2027	Prerequisites: DSB101 and DSB102 and IFB104
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.

Year 4, Semester 2

Code	Title	Offered In	Requisites
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
Complementary Studies Unit

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
Complementary Studies Unit

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.
Complementary Studies Unit

Year 6, Semester 1

Code	Title	Offered In	Requisites
Complementary Studies Unit
Select one QUT You unit (6 credit points)
Select one QUT You unit (6 credit points)

Year 6, Semester 2

Code	Title	Offered In	Requisites
Select 12 credit points from the Capstone Project units
Complementary Studies Unit

Year 7, Semester 1

Code	Title	Offered In	Requisites
Select 12 credit points from the Capstone Project units
Complementary Studies Unit

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 Kelvin Grove Semester 1 - 6 Week B Online Semester 1 - 6 Week B
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
QUT013	QUT You: Human Agency in the Digital World	Kelvin Grove Semester 2 - 6 Week C Gardens Point Semester 2 - 6 Week C Online Semester 2 - 6 Week C

Mathematics Strand Options

Introductory Calculus and Algebra

Code	Title	Offered In	Requisites
Students who have not completed Specialist Mathematics (or Maths C) in High School should select MXB100.
MXB100	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MZB125, EGD125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.

Advanced Mathematics

Code	Title	Offered In	Requisites
Students who have completed Specialist Mathematics (or Maths C) in High School should select 12 credit points from the following list:
IFB102 Equivalents: IFB112, IND102, ITD102	Introduction to Computer Systems	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IFB103 Equivalents: ITD103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
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 MV01 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
Note: Students planning to take Data and Decision Analytics (Stochastic Analytics) Major need to complete MXB105 as a pre-requisite for MXB241.

Capstone Project units

Data Science Capstone Project Units

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)
DSB301	Advanced Visualisation and Data Science	Available for enrolment in 2028	Prerequisites: DSB102 and DSB200

Information Technology Capstone Project units

Code	Title	Offered In	Requisites
IFB398	IT Capstone Project (Phase 1)	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: [(IAB251 or CAB302 or IAB320 or IAB321 or IFB343 or CAB330 or IAB305) and completion of 120cp of (IFB% or ITD% or CAB% or IAB%)] or [192cp of DS01]
IFB399 Equivalents: CAB399, IAB399, IFZ399	IT Capstone Project (Phase 2)	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: IFB398 or CAB398 or IAB398

Bachelor of Data Science Second Major Options

Business Data Science (DS01SMJ-BUSDATA)

Code	Title	Offered In	Requisites
The Business Data Science (BDS) Second Major consists of strategies, methodologies, fundamental techniques & core technologies that enterprises use for data-driven decision-making. BDS addresses a variety of concerns, including products, services, processes and resources. Businesses require continuous monitoring, reporting, predicting & optimising to stay competitive & drive innovations. The core tasks of BDS include data sourcing, ingestion, aggregation, quality management, analysis, visualisation & decision support, which are supported by data science & AI techniques. BDS technologies include high-scale, in-memory databases, extract-transform-load tools & enriched data visualisation tools, offered by leading players such as SAP, Microsoft, Google and Amazon, and leveraged across all sectors of the economy. To ensure that the use of BDS & AI is effective & responsible, robust enterprise governance frameworks must be in place to direct & control BDS functions & data in an organisation.
DSB201 Equivalents: IAB206	Advanced Databases	Gardens Point Semester 2 Online Semester 2	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
IAB322	Process Mining	Available for enrolment in 2027	Prerequisites: IAB203 or DSB101
IAB410	Enterprise Data & AI Governance	Available for enrolment in 2027
MXB109 Equivalents: MAB315, MXB232	Introductory Operations Research	Gardens Point Semester 2 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
Select 24 credit points (two units) from the Option Units List in the Business Data Science Second Major:
BSB131 Equivalents: BSB123, BSD131	Applied Business Analytics	Online Semester 1, Semester 2, Summer Gardens Point Semester 1, Semester 2, Summer
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.
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
IFB201 Equivalents: ITD201, IFZ201	Introduction to Enterprise Computing	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IFB240 Equivalents: ITD240, IFZ240, CAB240	Cyber Security	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
MXB233 Equivalents: MXB332	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB232
MXB261 Equivalents: INB360, MAB480	Game Theory and Simulation for Decision-Making	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
Note: IAB321 is permitted to count as a core unit towards this course if completed in 2026 or prior.

Data and Decision Analytics (DS01SMJ-DATADEC)

Code	Title	Offered In	Requisites
The Data and Decision Analytics second major provides you with the knowledge and skills to analyse, model, visualise, support decision and optimise decisions over a wide range of data types and problem contexts. Reflective of the breadth of data analytics roles in industry, you have the opportunity to focus on state-of-the-art, advanced methods in the stochastic analytics strand, or on broad techniques and applications of data to support decisions in the applied analytics strand. Your well-developed written, oral and visual communication skills will manifest in a strong presence and clarity of voice when communicating and justifying design decisions, solutions and recommendations to stakeholders.
Applied Analytics Strand
MXB233 Equivalents: MXB332	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB232
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107 and (DSB102 or MXB101)
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
Select 12 credit points (one unit) from the Option Units List 1 in Applied Analytics Strand
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 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
Select 24 credit points (two units) from the Option Units List 2 in Applied Analytics Strand
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 MV01 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
Stochastic Analytics Strand
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
Select 12 credit points (one unit) from the Option Units List 1 in Stochastic Analytics:
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 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
Select 12 credit points (one unit) from the Option Units List 2 in Stochastic Analytics:
Note: Students who have not completed MXB105 as a part of Bachelor of Data Science Core Unit Options List 1 (Maths), must select MXB105 now.
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 MV01 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
Select 36 credit points (three units) from the Option Units List 3 in Stochastic Analytics
MXB233 Equivalents: MXB332	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB232
MXB242 Equivalents: MAB414	Regression and Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB107 and (DSB102 or MXB101)
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
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

Bachelor of Data Science Minors List

Advanced Computing Minor (DS01MNR-ADVCOMT)

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201, ITD121	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
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
CAB302 Equivalents: CAZ302	Agile Software Engineering	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: CAB201
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.
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
Note: CAB402 is permitted to count towards this Minor if completed in 2025 or prior.

Artificial Intelligence Minor (DS01MNR-ARTINT)

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201, ITD121	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
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 DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
Note: If CAB201 and CAB420 are core to your course, please contact the faculty to add this minor to your study plan and have these units substituted with CAB330 Machine Learning for Decision Making and IAB353 Data Analytics for Enterprise Systems.

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)
IAB322	Process Mining	Available for enrolment in 2027	Prerequisites: IAB203 or DSB101
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 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
Note: IAB321 is permitted to count as an option unit towards this course if completed in 2026 or prior.

Computational and Simulation Science Minor (DS01MNR-COMPSIM)

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	Game Theory and Simulation for Decision-Making	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 MV01 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
Note: MXB105, MXB106, MXB361, MXB362 are permitted to count towards this Minor if completed in 2025 or prior.

Data Analytics Minor (DS01MNR-DATANA)

Code	Title	Offered In	Requisites
(not available to students who commenced course prior to 2026)
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 and (DSB102 or MXB101)
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 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
MXB233 Equivalents: MXB332	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB232
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, ITD121	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
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
CLB223 Equivalents: UDB181, EVB203	Geospatial Information Systems	Online Semester 1 Gardens Point Semester 1	Prerequisites: Completion of 48 credit points, or enrolment 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 DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
Note: If CAB201 and CAB420 are core to your course, you can select additional units from the options list to substitute CAB201 and CAB420 in this minor. Please contact the faculty for study plan assistance

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
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
Note: IAB201 is permitted to count towards this Minor if completed in 2026 or prior.

Phasing out Minors (commenced 2025 or prior)
These minors have been discontinued. Existing students who already have the minor on their approved Study Plans will be able to continue the minor.

Data Mining and Artificial Intelligence Minor (DS01MNR-DMANDAI)

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	Last offered in 2025	Prerequisites: (CAB220 or DSB100 or CAB201 or ITD121 or CAB202 or EGB103) or Admission to EN60
Note: CAB431 is permitted to count towards the core units in this Minor if completed in 2023 or prior.
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
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
CAB431	Text Analysis and Web Search	Last offered 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.
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
EGB339 Equivalents: ENB339	Introduction to Robotics	Gardens Point Semester 2	Prerequisites: (MZB127 or EGD126 or MXB103) and (EGB103 or IFB104) MZB126 is assumed knowledge
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
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
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 DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
Note: IAB303 is permitted to count towards the core units in this Minor if completed in 2025 or prior.
Note: EVB203 is permitted to count towards the core units in this Minor if completed in 2024 or prior.

Optimisation and Stochastic Modelling Minor (DS01MNR-OPTST)

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.
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
MXB109 Equivalents: MAB315, MXB232	Introductory Operations Research	Gardens Point Semester 2 Online Semester 2	Specialist Mathematics or MXB100, or concurrently enrolled in MXB100
Note: MXB232 is permitted to count towards the core units in this Minor if completed in 2025 or prior.

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 Equivalents: ITD103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IAB201 Equivalents: ITD122	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
Select 24cp of Unit Options from the following Strands:
Business Intelligence Strand
IAB303	Data Analytics for Business Insight	Last offered 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	Last offered 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: (IFB104 or ITD104 or EGB103 or EGD103) and (IFB102 or ITD102 or EGB202 or CAB202)

Bachelor of Data Science Unit Options Lists

Bachelor of Data Science Unit Options List

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
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
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
IAB322	Process Mining	Available for enrolment in 2027	Prerequisites: IAB203 or DSB101
IAB330 Equivalents: IAZ330	Applied Internet of Things	Online Semester 2 Gardens Point Semester 2	Prerequisites: (IFB104 or ITD104 or EGB103 or EGD103) and (IFB102 or ITD102 or EGB202 or CAB202)
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 Equivalents: ITD103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
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 Online 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 MV01 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 MXB105 is assumed knowledge.
MXB226 Equivalents: MAB420, MXB222	Computational Methods 1	Gardens Point Semester 2	Prerequisites: MXB103 and MXB201
MXB233 Equivalents: MXB332	Optimisation Modelling	Available for enrolment in 2027	Prerequisites: MXB109 or MXB232
MXB241 Equivalents: MAB314	Probability and Stochastic Modelling 2	Gardens Point Semester 2 Online Semester 2	Prerequisites: MXB101 and MXB105
MXB261 Equivalents: INB360, MAB480	Game Theory and Simulation for Decision-Making	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 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
Note: IAB201 is permitted to count as an elective towards this course if completed in 2026 or prior.
Note: CAB402, CAB430, CAB431, EVB203, IAB303, MXB232, MXB361 are permitted to count as an elective towards this course if completed in 2025 or prior.

Science, Information Technology and Mathematics Undergraduate University Wide Electives

Rules for selecting Unit Options:

you must obey any Unit Option rules as set out in your course requirements
you cannot select a unit that forms part of the compulsory units of your course or the compulsory units of your chosen major area
you must have successfully completed any applicable pre/co-requisite units
the offering of these units is subject to sufficient student enrolment numbers and staff availability
University-wide Elective unit lists can be viewed via your Study Plan in eStudent.

These unit offerings are current at the time of publication but are subject to change.

Information Technology Unit Options List

Computer Science

Code	Title	Offered In	Requisites
CAB201 Equivalents: CAZ201, ITD121	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
CAB210	User Experience Fundamentals	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFB103 or ITD103 or EGB101 or IGB120
CAB222 Equivalents: CAB303	Networks	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFB102 or ITD102 or EGB120
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
CAB302 Equivalents: CAZ302	Agile Software Engineering	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Prerequisites: CAB201
CAB310	Interaction and Experience Design	Online Semester 1 Gardens Point Semester 1	Prerequisites: CAB210
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.
CAB340	Cryptography	Online Semester 2 Gardens Point Semester 2	Prerequisites: IFB240 Prerequisites for this unit include general knowledge of computer science concepts including familiarity with programming language of your choice (in order to be able to develop software prototypes) and general ease with mathematical subjects.
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
CAB403	Systems Programming	Gardens Point Semester 2 Online Semester 2	Prerequisites: ((CAB201 or ITD121) and CAB222) or CAB202 or EGB202
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.
CAB440	Network and Systems Administration	Gardens Point Semester 1 Online Semester 1	Prerequisites: CAB222 or CAB303 or INB251
CAB443	Systems Security	Available for enrolment in 2027	Prerequisites: IFB103 and IAB246 (IAB246 can be studied in the same semester) 1. Familiarity with principles of systems design. 2. Well-developed understanding of the multifaceted aspects of cybersecurity, having studied the evolving cyber threat landscape and its impact on individuals and organizations.
CAB444	Secure Network Architectures	Online Semester 2 Gardens Point Semester 2	Prerequisites: CAB222 and (CAB440 or CAB443)
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.
IFB102 Equivalents: IFB112, IND102, ITD102	Introduction to Computer Systems	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IFB104 Equivalents: INB104, ITB001, ITD104	Introduction to Programming	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: CAB201, EGB103, EGD103
IFB240 Equivalents: ITD240, IFZ240, CAB240	Cyber Security	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IFB320	Generative AI	Available for enrolment in 2027	Prerequisites: (IFB220 or DSB102) and CAB201. CAB201 can be studied in the same teaching period as IFB320.
IFB343	Secure Software Development	Gardens Point Semester 1 Online Semester 1	Prerequisites: (IFB104 or EGB103) and IFB240 Familiarity with principles of information security. General knowledge in software engineering and testing. Sound skills in solving computational problems and implementing these solutions in a programming language.
IGB120 Equivalents: INB280, IGB220	Introduction to Game Design	Gardens Point Semester 1
IGB180 Equivalents: INB180	Games History, Culture and Psychology	Gardens Point Semester 1	Antirequisites: INN180
IGB283	Game Engine Theory and Application	Gardens Point Semester 2	Prerequisites: CAB201 Antirequisites: INB381
IGB388	Design and Development of Immersive Environments	Gardens Point Semester 1	Prerequisites: IGB200

Information Systems

Code	Title	Offered In	Requisites
DSB201 Equivalents: IAB206	Advanced Databases	Gardens Point Semester 2 Online Semester 2	Prerequisites: (IFB104 or ITD104 or EGB103) and (IFB105 or IFB130 or ITD105)
DSB202	Data Ethics and Society	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB104 and IFB105
IAB201 Equivalents: ITD122	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
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
IAB246	Organisations and Security: Governance, Risk and Compliance	Gardens Point Semester 1 Online Semester 1	Prerequisites: IFB240 (can be studied concurrently)
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
IAB305 Equivalents: IAB205, IAZ305	IT Strategy and Management	Gardens Point Semester 2 Online Semester 2	Prerequisites: IFB103 or ITD103
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: (IFB104 or ITD104 or EGB103 or EGD103) and (IFB102 or ITD102 or EGB202 or CAB202)
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)
IAB402	IT Consulting and Leadership	Gardens Point Semester 1 Online Semester 1	Prerequisites: IAB204 OR (192cps in SV03 or SV04 or IV04 or IV05 or MV05 or MV06 or BV06 or BV07 or EV08 or EV07) OR (Admission to IN20 or IN27 or IN31 or IV53 or IV57 or IV54 or IV59 or IV55 or IV52 or IV56 or IV51 or IV58 or IV60)
IAB410	Enterprise Data & AI Governance	Available for enrolment in 2027
IFB103 Equivalents: ITD103	IT Systems Design	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
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.
IFB201 Equivalents: ITD201, IFZ201	Introduction to Enterprise Computing	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2
IFB220 Equivalents: IFZ220	Introduction to AI for IT Professionals	Online Semester 1, Semester 2 Gardens Point Semester 1, Semester 2	Prerequisites: IFB104 or EGB103
IFB452	Blockchain Technology	Gardens Point Semester 1 Online Semester 1	Prerequisites: ((((IFB103 or ITD103) and (IFB104 or ITD104)) or (EGB103 or EGD103)) and (IFB240 or ITD240)) or ((IFN581 or ((IFN555 or IFQ555) and (IFN556 or IFQ556))) and (IFN583 or ((IFN551 or IFQ551) and (IFN553 or IFQ553))) and (IFN585 or ((IFN552 or IFQ552) and (IFN558 or IFQ558))))

Science and Mathematics Unit Options List

Biology and Environmental Science

Code	Title	Offered In	Requisites
BVB101 Equivalents: BZB210	Foundations of Biology	Gardens Point Semester 1, Semester 2
BVB103 Equivalents: BVB102	Evolution and the Diversity of Life	Gardens Point Semester 2
BVB201	Biological Processes	Gardens Point Semester 2	Prerequisites: BVB101 or BZB210 or ((BVB203 or BVB306) and admission to ST20)
BVB202	Experimental Design and Quantitative Methods	Gardens Point Semester 1	Prerequisites: SEB113 or MAB101 or MAB141 or MXB101 or MXB107 or (MZB103 and (MZB104 or MZB105))
BVB202	Experimental Design and Quantitative Methods	Gardens Point Semester 1	Prerequisites: SEB113 or MAB101 or MAB141 or MXB101 or MXB107 or (MZB103 and (MZB104 or MZB105))
BVB204	Ecological Science	Gardens Point Semester 2	Prerequisites: BVB101 or BVB102 or BVB103 or EVB102 or (admission to ST20 and completion of 96 credit points)
BVB225	Ecosystems and Biodiversity	Gardens Point Semester 2	Prerequisites: BVB101 or BVB102 or BVB103 or EVB102 or BZB210 or admission to ST20 Antirequisites: BVB223, BVB224
BVB305	Microbiology and the Environment	Gardens Point Semester 1	Prerequisites: BVB201 or BVB317
BVB306 Equivalents: BVB203	Plant Biology	Gardens Point Semester 1	Prerequisites: BVB201 OR BVB317 OR (BVB101 and CVB101 and admission to (SV02 or SV04))
BVB313	Molecular Ecology	Gardens Point Semester 2	Prerequisites: BVB204 or (BVB201 and admission to ST20) or (BVB101 and BVB103 and admission to SV02) A basic understanding and some prior experience in R coding is assumed.
BVB321	Ecosystem Protection	Gardens Point Semester 2	Prerequisites: BVB204
BVB328	Applications in Biotechnology	Gardens Point Semester 1	Prerequisites: BVB317 or BVB201
BVB330	Synthetic Biology	Gardens Point Semester 2	Prerequisites: BVB317

Chemistry and Physics

Code	Title	Offered In	Requisites
PVB210 Equivalents: PQB460	Stellar Astrophysics	Gardens Point Semester 1
PVB220 Equivalents: PQB660	Cosmology	Gardens Point Semester 2

Earth and Atmospheric Sciences

Code	Title	Offered In	Requisites
CLB100 Equivalents: ERB211	Global Change	Gardens Point Semester 1, Semester 2
CLB221 Equivalents: PQB360	Introduction to Climate Change	Gardens Point Semester 1
CLB222 Equivalents: ERB202	Oceans and Atmosphere	Gardens Point Semester 1
CLB333 Equivalents: ERB311	Dynamic Atmosphere	Gardens Point Semester 2	Prerequisites: PQB360 or CLB221

Mathematical Sciences

Code	Title	Offered In	Requisites
DSB101 Equivalents: MXB262	Introduction to Data Science and Visualisation	Gardens Point Semester 1 Online Semester 1
DSB102	Introduction to Machine Learning	Gardens Point Semester 2 Online Semester 2
DSB200	Applied Data Science	Available for enrolment in 2027	Prerequisites: DSB101 and DSB102 and IFB104
DSB301	Advanced Visualisation and Data Science	Available for enrolment in 2028	Prerequisites: DSB102 and DSB200
MXB100	Introductory Calculus and Algebra	Gardens Point Semester 1, Semester 2 Online Semester 1, Semester 2	Antirequisites: MZB125, EGD125 Sound achievement in Senior Mathematics B (or equivalent) or MAB105 is assumed knowledge.
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.
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.
MXB107	Probability and Statistics	Online Semester 1 Gardens Point Semester 1	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 MV01 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 MXB105 is assumed knowledge.
MXB202 Equivalents: MAB311	Advanced Calculus	Gardens Point Semester 2	Prerequisites: MXB105 and MXB106 MXB102 is assumed knowledge.
MXB225 Equivalents: MAB413, MXB221	Modelling with Differential Equations 1	Gardens Point Semester 1	Prerequisites: MXB105 and MXB106 MXB106 is assumed knowledge.
MXB226 Equivalents: MAB420, MXB222	Computational Methods 1	Gardens Point Semester 2	Prerequisites: MXB103 and MXB201
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 and (DSB102 or MXB101)
MXB261 Equivalents: INB360, MAB480	Game Theory and Simulation for Decision-Making	Gardens Point Semester 2 Online Semester 2	Programming experience; sound achievement in Senior Mathematics B is assumed knowledge.
MXB322 Equivalents: MAB613	Partial Differential Equations	Gardens Point Semester 1	Prerequisites: (MXB201 and MXB202) or MXB225 or MXB221 or MAB413 MXB202 is assumed knowledge.
MXB325 Equivalents: MAB521, MXB321	Modelling with Differential Equations 2	Gardens Point Semester 2	Prerequisites: MXB322 and (MXB225 or MXB221)
MXB326	Computational Methods 2	Gardens Point Semester 1	Prerequisites: MXB202 and (MXB226 or MXB222) Antirequisites: EGB324
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
MXB344 Equivalents: MAB624	Generalised Linear Models	Online Semester 1 Gardens Point Semester 1	Prerequisites: MXB242
MZB101 Equivalents: MAB105	Modelling with Introductory Calculus	Last offered in 2023	Sound Achievement in Queensland Year 12 Mathematics A or B (or equivalent) is assumed knowledge.

Faculty of Science

Code	Title	Offered In	Requisites
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.