Note: This course version is currently under review and is subject to change.

ProgramsSCSCS(PG)DataSciGraduate Certificate in Data Science (2023)


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Year 1 - Semester 1

SITS Diet Block/TypeCPUnit of Study/Unit Block
12Select from
Data Science Specialist Units
6STAT5003: Computational Statistical Methods
6COMP5310: Principles of Data Science
No streams/majors defined for this course version.

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
Semester 2
STAT5003 Computational Statistical Methods 6 Semester 1
Semester 2

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
COMP5313 Large Scale Networks 6 Semester 1
COMP5318 Machine Learning and Data Mining 6 Semester 1
Semester 2
COMP5328 Advanced Machine Learning 6 Semester 2
COMP5329 Deep Learning 6 Semester 1
COMP5338 Advanced Data Models 6 Semester 2
COMP5339 Data Engineering 6 Semester 1
Semester 2
COMP5425 Multimedia Retrieval 6 Semester 1
INFO5060 Data Analytics and Business Intelligence 6 Int July
QBUS6810 Statistical Learning and Data Mining 6 Semester 1
Semester 2
QBUS6840 Predictive Analytics 6 Semester 1
Course: Graduate Certificate in Data Science (2023)
CP Required: 24
Min FT Duration: 0.50 Years
Min PT Duration: N/A
Faculty/School: School of Computer Science
Years Offered: 2026, 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/
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