Course overview
This course introduces students to the foundational concepts of data science, focusing on the ethical, legal, and privacy considerations relevant to the field. Students will gain a basic understanding of the key principles of data privacy and security, as well as the ethical implications of collecting, handling, and analysing data. Through practical exercises and case studies, students will develop the skills to apply ethical frameworks and basic data management techniques in simple real-world contexts. This course aims to build students’ confidence in recognising and addressing ethical and privacy challenges in data science, equipping them with the knowledge and tools to manage data responsibly while adhering to professional standards.
- Foundations of Data Ethics, Bias, and Privacy
- Legal, Professional, and Governance Frameworks
- Ethical and Privacy-Aware Design in Practice
Course learning outcomes
- Describe core ethical principles and legal frameworks in data science, including fairness, transparency, accountability, and data privacy
- Identify and mitigate ethical concerns and data privacy risks in real-world data science applications
- Apply ethical frameworks to evaluate data science projects, balancing ethical considerations with project goals
- Collaborate effectively in teams to develop inclusive and responsible data science workflows, addressing ethical and legal challenges
- Reflect on the cultural and societal impacts of data science technologies and incorporate cultural sensitivity in the development and deployment of data-driven systems
Availability
Class details
Mawson Lakes
Class number 22339
Section FR01
Size 135
Available 135
Adelaide City Campus East
Class number 22340
Section FR01
Size 315
Available 315
Class details
Mawson Lakes
Class number 52504
Section FR01
Size 135
Available 135
Adelaide City Campus East
Class number 52505
Section FR01
Size 315
Available 315
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The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.