Computing and Data Science

Program Overview

The Bachelor of Advanced Computer Science (Data Science) equips students with knowledge and skills in data science technologies, preparing them for roles in data science, analysis, and modeling. This accredited program offers real-world experience through industry partnerships, emphasizes communication skills, and provides a pathway to research or industry careers in a variety of sectors.

Program Outline

Degree Overview:

The Bachelor of Advanced Computer Science (Data Science) equips students with the knowledge and practical skills in data science technologies for data collection, cleaning, conversion, analysis, visualization, interpretation, storage, search, synthesis, and cloud management. This program aims to prepare students for high-demand roles in the growing data science job market.

Outline:

Level 1

• Core Units (30 points):
• CITS1003 Introduction to Cybersecurity (6 points)
• CITS1401 Computational Thinking with Python (6 points)
• CITS1402 Relational Database Management Systems (6 points)
• STAT1400 Statistics for Science (6 points)
• Recommended Elective: MATH1722 Mathematics Foundations: Specialist

Level 2

• Core Units (36 points):
• CITS2002 Systems Programming (6 points)
• CITS2005 Object Oriented Programming (6 points)
• CITS2200 Data Structures and Algorithms (6 points)
• CITS2402 Introduction to Data Science (6 points)
• STAT2401 Analysis of Experiments (6 points)
• STAT2402 Analysis of Observations (6 points)

Level 3

• Core Units (42 points):
• CITS3001 Algorithms, Agents and Artificial Intelligence (6 points)
• CITS3002 Computer Networks (6 points)
• CITS3200 Professional Computing (6 points)
• CITS3401 Data Warehousing (6 points)
• CITS3403 Agile Web Development (6 points)
• STAT3064 Statistical Learning (6 points)
• STAT3401 Advanced Data Analysis (6 points)

Level 4: Honours

• Core Units (48 points):
• CITS4010 Computer Science Honours Research Project Part 1 (12 points)
• CITS4011 Computer Science Honours Research Project Part 2 (12 points)
• CITS5503 Cloud Computing (6 points)
• CITS5508 Machine Learning (6 points)
• STAT4062 Statistical Modelling and Inference (6 points)
• STAT4066 Bayesian Computing and Statistics (6 points)

Careers:

• Data Scientist
• Data Analyst
• Machine Learning Engineer
• Business Analyst
• Research Scientist
• Software Engineer

Other:

• The program is professionally accredited by the Australian Computer Society.
• Students will have the opportunity to work alongside industry partners and researchers on real-world projects.
• The program emphasizes the application of data science skills in various industries, including mining and resources, healthcare, government, and non-government agencies.
• Students will learn to communicate data science, modeling, and analytics effectively in oral, graphical, and written formats.
• Students can choose to study full-time or part-time.
• The program is available for both domestic and international students.
• The program is offered as a degree-specific, or first, major for the Bachelor of Advanced Computer Science (Honours) and the Bachelor of Philosophy.
• Students have the option to participate in the University's Study Abroad program.
• The program is taught by experienced faculty members who are experts in their fields.
• The program is designed to provide students with the skills and knowledge they need to succeed in the data science industry.
• The program is highly regarded by employers and is a valuable asset for students seeking careers in data science.