Course overview
The aim of this course is to provide students with proficiency in applying advanced data analysis techniques to solve complex engineering and research problems, enabling them to make informed decisions and optimise engineering and research processes.
- Descriptive Statistics and Visualisation
- Hypothesis Tests and Regression
- Predictive Analysis
Course learning outcomes
- Critically review data requirements, ethics implications, and data management strategies for real life engineering problems and research projects.
- Design and interpret exploratory data models and analysis.
- Identify and apply appropriate data processing methods and statistical analysis models for hypotheses testing on real life engineering and research datasets.
- Critically review, present, and report on the results of data analysis.
- Identify and interpret modern data analytics techniques for decision support in research and engineering applications.
Availability
Class details
Mawson Lakes
Group 1
Class number 25651
Section FR01
Size 60
Available 54
Class number 25652
Section WS02
Size 30
Available 29
Class number 25653
Section WS01
Size 30
Available 25
Adelaide City Campus East
Group 1
Class number 25658
Section FR01
Size 120
Available 105
Class number 25654
Section WS04
Size 30
Available 23
Class number 25655
Section WS03
Size 30
Available 26
Class number 25656
Section WS02
Size 30
Available 28
Class number 25657
Section WS01
Size 30
Available 28
Class details
Mawson Lakes
Group 1
Class number 60639
Section FR01
Size 30
Available 30
Class number 60641
Section WS01
Size 30
Available 30
Adelaide City Campus East
Group 1
Class number 60640
Section FR01
Size 80
Available 80
Class number 60636
Section WS03
Size 30
Available 30
Class number 60637
Section WS02
Size 30
Available 30
Class number 60638
Section WS01
Size 30
Available 30
Fee calculator
To display course fees for 2027, select your status and program below:
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If you are studying in a Professional Pathway Psychology, Clinical Psychology or Social Work program, please refer to the Student Contributions amounts published here.
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.