Note: This course version is currently under review and is subject to change.
ProgramsSCSCS(PG)DataSciGraduate Certificate 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.
Print View | Download as PDF Administrative Information (Fees, ATAR etc.)
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 | |
| 12 | Select from Data Science Specialist Units |
Note: Students who achieve a minimum average of 60 have the option to upgrade to Graduate Diploma in Data Science.
Students who achieve a WAM of 65 or greater can request to upgrade to Master of Data Science.
Students can request an upgrade in Sydney Student. Go to ‘My studies’, ‘Course details’, ‘Change your course’ then select ‘Continue’ to view the options available.
Block 1 - Data Science Core Units (Min CP: 12,Max CP: 12)
| Unit Code | Unit Name | CP | Sessions Offered |
| 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 - Data Science Specialist Units (Min CP: 12,Max CP: 12)
| 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
|
| Course: | Graduate Certificate in Data Science (2025) |
| CP Required: | 24 |
| Min FT Duration: | 0.50 Years |
| Min PT Duration: | N/A |
| Faculty/School: | School of Computer Science |
| Years Offered: | 2025, 2024, 2023 |
| Requirements: | Summary: Students must complete 24 credit points as follows: ► 12 credit points of Data Science Core units of study ► 12 credit points of Data Science Specialist units of study Faculty Resolutions Details of relevant Faculty resolutions are available via the university handbook site at: http://sydney.edu.au/handbooks/ |
