Note: This course version is currently under review and is subject to change.
ProgramsSCSCS(PG)DataSciGraduate Diploma in Data Science (2025)
Show information forcommencing students (ie. started First Year then).
The course requirements described here apply to persons who commenced their candidature after 1 January, 2025 and persons who commenced their candidature prior to 1 January, 2025 who elect to proceed under 2025 resolutions.
Candidates who commenced prior to 1 January, 2025 may complete the requirements in accordance with the resolutions in force at the time of their commencement, provided that requirements are completed by 1 January, 2030, or later date as the faculty may, in special circumstances, approve.
Candidates who first commenced in 2025, and are re-enrolling for 2026 or later, should be aware that there may have been changes in units of study offered since, Check that units are still available by clicking the unit of study link in the course table. See 2025 version of this course for up to date unit of study list.
For details of relevant resolutions see faculty handbook at sydney.edu.au/handbooks.
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Year 1 - Semester 1
| SITS Diet Block/Type | CP | Unit of Study/Unit Block |
| 6 | COMP5310: Principles of Data Science | |
| 6 | STAT5003: Computational Statistical Methods | |
List | 12 | Select from Data Science Specialist Units Data Science Foundation Units Data Science Elective Units Note: Students intending to do Research Pathway in Masters are advised to enrol in Specialist units instead |
Note: This order of units is a guide only. Where core units are available in both Semester 1 and Semester 2, they can be switched with an alternative unit in this guide.
Students who achieve a WAM of 65% or greater after completing 24CP in Semester 1 can apply for an upgrade to the Masters ( https://www.sydney.edu.au/students/change-course/allowable-transfers.html) Otherwise, they may also apply after Semester 2.
Year 1 - Semester 2
| SITS Diet Block/Type | CP | Unit of Study/Unit Block |
| 6 | COMP5048: Visual Analytics | |
| 6 | INFO5990: Professional Practice in IT | |
List | 12 | Select from Professional Core Units Data Science Specialist Units or other units. Note: Students intending to do Research Pathway in Masters are advised to enrol in Professional Core unit INFO5992 Understanding IT Innovations |
Block 1 - Data Science Core Units (Min CP: 12,Max CP: 18)
| Unit Code | Unit Name | CP | Sessions Offered |
| COMP5048 | Visual Analytics | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5310 | Principles of Data Science | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| STAT5003 | Computational Statistical Methods | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
Block 2 - Professional Core Units (Min CP: 6,Max CP: 12)
| Unit Code | Unit Name | CP | Sessions Offered |
| INFO5990 | Professional Practice in IT | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| INFO5992 | Understanding IT Innovations | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
Block 3 - Data Science Specialist Units (Min CP: 12,Max CP: 30)
| Unit Code | Unit Name | CP | Sessions Offered |
| COMP5046 | Natural Language Processing | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5313 | Large Scale Networks | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5318 | Machine Learning and Data Mining | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5328 | Advanced Machine Learning | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5329 | Deep Learning | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5338 | Advanced Data Models | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5339 | Data Engineering | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5349 | Cloud Computing | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5425 | Multimedia Retrieval | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| INFO5060 | Data Analytics and Business Intelligence | 6 |
Int July
107 - Int July
|
| QBUS6810 | Statistical Learning and Data Mining | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| QBUS6840 | Predictive Analytics | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
Block 4 - Data Science Foundation Units (Max CP: 12)
| Unit Code | Unit Name | CP | Sessions Offered |
| COMP9001 | Introduction to Programming | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP9017 | Systems Programming | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP9110 | System Analysis and Modelling | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP9120 | Database Management Systems | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP9121 | Design of Networks & Distributed Systems | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| INFO6007 | Project Management in IT | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| STAT5002 | Introduction to Statistics | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
Block 5 - Data Science Elective Units (Max CP: 12)
| Unit Code | Unit Name | CP | Sessions Offered |
| COMP5047 | Pervasive Computing | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5216 | Mobile Computing | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5347 | Web Application Development | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5348 | Enterprise Scale Software Architecture | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5416 | Advanced Network Technologies | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5425 | Multimedia Retrieval | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5426 | Parallel and Distributed Computing | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| COMP5427 | Usability Engineering | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| CSYS5010 | Introduction to Complex Systems | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| DATA5207 | Data Analysis in the Social Sciences | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Int December
112 - Int December
|
| ELEC5514 | IoT Wireless Sensing and Networking | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| ELEC5517 | Software Defined Networks | 6 |
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| ELEC5618 | Software Quality Engineering | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| PHYS5033 | Environmental Footprints and IO Analysis | 6 |
Semester 1
For Semester 1 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
Semester 2
For Semester 2 calendar dates look up `Semester 1` on the university timetable website at https://web.timetable.usyd.edu.au/calendar.jsp
|
| Course: | Graduate Diploma in Data Science (2025) |
| CP Required: | 48 |
| Min FT Duration: | 1.00 Years |
| Min PT Duration: | N/A |
| Faculty/School: | School of Computer Science |
| Years Offered: | 2025, 2024, 2023 |
| Requirements: | Summary Students must complete 48 credit points as follows: ► A minimum of 12 credit points of Data Science Core units of study ► A minimum of 6 credit points of Professional Core units of study ► A minimum of 12 credit points of Data Science Specialist units of study ► A maximum of 12 credit points of Foundation or Elective units of study Faculty Resolutions Details of relevant Faculty resolutions are available via the university handbook site at: http://sydney.edu.au/handbooks/ |
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