Engineering Data Analytics

Postgraduate | 2026

Area/Catalogue

ENGI 5006

Course ID

202125

Campus

Mawson Lakes, Adelaide City Campus East

Level of study

Postgraduate

Unit value

Course owner

Elect & Mech Engineering

Course coordinator

Lyron Winderbaum

Course level

Work Integrated Learning course

Yes

Discipline group B

University-wide elective course

Yes

Single course enrolment

Yes

Course overview

This course aims to equip students with essential concepts of probability theory and statistics, proficiency in applying sampling methods, statistical techniques, data visualisation, and software tools to perform analysis of research and engineering data in real-life situations, and foundational knowledge of protocols, ethics, and procedures for collecting, processing, using, and communicating different forms of data. The course will also introduce basis of modern techniques for data-driven decision support, including machine learning, big data analytics, and model-based optimisation, in research and engineering applications.

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

Fri 27/03/2026

Fri 13/03/2026

Fri 10/04/2026

Fri 08/05/2026

Class details

Mawson Lakes

Class number 29400

Section FR01

Size 90

Available 90

Dates	Days	Time	Campus	Location	Instructor
24 Feb - 14 Apr	Tuesday	1:10pm - 3pm	Mawson Lakes	Building P, P1-14
5 May - 2 Jun	Tuesday	1:10pm - 3pm	Mawson Lakes	Building P, P1-14

Class number 28334

Section TU01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	9:10am - 11am	Mawson Lakes	Building J, J1-01

Class number 28333

Section TU02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	2:10pm - 4pm	Mawson Lakes	Building J, J1-01

Class number 28332

Section TU03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	11:10am - 1pm	Mawson Lakes	Building J, J1-01

Class number 28337

Section WS01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
24 Feb - 14 Apr	Tuesday	12:10pm - 1pm	Mawson Lakes	Building J, J2-25
5 May - 2 Jun	Tuesday	12:10pm - 1pm	Mawson Lakes	Building J, J2-25

Class number 28336

Section WS02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
24 Feb - 14 Apr	Tuesday	11:10am - 12pm	Mawson Lakes	Building J, J2-25
5 May - 2 Jun	Tuesday	11:10am - 12pm	Mawson Lakes	Building J, J2-25

Class number 28335

Section WS03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
24 Feb - 14 Apr	Tuesday	10:10am - 11am	Mawson Lakes	Building P, P2-43
5 May - 2 Jun	Tuesday	10:10am - 11am	Mawson Lakes	Building P, P2-43

Adelaide City Campus East

Class number 29401

Section FR01

Size 210

Available 210

Dates	Days	Time	Campus	Location	Instructor
25 Feb - 15 Apr	Wednesday	2:10pm - 4pm	Adelaide City Campus East	Mawson, G19
6 May - 3 Jun	Wednesday	2:10pm - 4pm	Adelaide City Campus East	Mawson, G19

Class number 28344

Section TU01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
11 May - 11 May	Monday	2:10pm - 4pm	Adelaide City Campus East	Playford, P4-28

Class number 28343

Section TU02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
14 May - 14 May	Thursday	3:10pm - 5pm	Adelaide City Campus East	Playford, P5-15

Class number 28342

Section TU03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
11 May - 11 May	Monday	9:10am - 11am	Adelaide City Campus East	Bonython Jubilee, BJ2-34

Class number 28341

Section TU04

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
11 May - 11 May	Monday	11:10am - 1pm	Adelaide City Campus East	Bonython Jubilee, BJ2-34

Class number 28340

Section TU05

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	11:10am - 1pm	Adelaide City Campus East	Centenary, C3-22

Class number 28339

Section TU06

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	9:10am - 11am	Adelaide City Campus East	Centenary, C3-22

Class number 28338

Section TU07

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
15 May - 15 May	Friday	2:10pm - 4pm	Adelaide City Campus East	Playford, P5-14

Class number 28351

Section WS01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
26 Feb - 16 Apr	Thursday	10:10am - 11am	Adelaide City Campus East	Ingkarni Wardli, 2.36
7 May - 4 Jun	Thursday	10:10am - 11am	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 28350

Section WS02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
26 Feb - 16 Apr	Thursday	9:10am - 10am	Adelaide City Campus East	Johnson, 111
7 May - 4 Jun	Thursday	9:10am - 10am	Adelaide City Campus East	Johnson, 111

Class number 28349

Section WS03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
27 Feb - 17 Apr	Friday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.34
8 May - 5 Jun	Friday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.34

Class number 28348

Section WS04

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
26 Feb - 16 Apr	Thursday	11:10am - 12pm	Adelaide City Campus East	Ingkarni Wardli, 2.36
7 May - 4 Jun	Thursday	11:10am - 12pm	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 28347

Section WS05

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
27 Feb - 17 Apr	Friday	9:10am - 10am	Adelaide City Campus East	Ingkarni Wardli, 2.36
8 May - 5 Jun	Friday	9:10am - 10am	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 28346

Section WS06

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
27 Feb - 17 Apr	Friday	10:10am - 11am	Adelaide City Campus East	Engin and Maths Sciences, 108
8 May - 5 Jun	Friday	10:10am - 11am	Adelaide City Campus East	Engin and Maths Sciences, 108

Class number 28345

Section WS07

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
27 Feb - 17 Apr	Friday	1:10pm - 2pm	Adelaide City Campus East	Helen Mayo South, S126
8 May - 5 Jun	Friday	1:10pm - 2pm	Adelaide City Campus East	Helen Mayo South, S126

Fri 04/09/2026

Fri 21/08/2026

Fri 18/09/2026

Fri 16/10/2026

Class details

Mawson Lakes

Class number 59013

Section FR01

Size 90

Available 90

Dates	Days	Time	Campus	Location	Instructor
7 Aug - 25 Sep	Friday	9:10am - 11am	Mawson Lakes	Building GP, GP1-09
16 Oct - 13 Nov	Friday	9:10am - 11am	Mawson Lakes	Building GP, GP1-09

Class number 55838

Section TU01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
22 Oct - 22 Oct	Thursday	2:10pm - 4pm	Mawson Lakes	Building A, A2-36B

Class number 55837

Section TU02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
22 Oct - 22 Oct	Thursday	11:10am - 1pm	Mawson Lakes	Building A, A2-36B

Class number 55836

Section TU03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
22 Oct - 22 Oct	Thursday	9:10am - 11am	Mawson Lakes	Building A, A2-36B

Class number 55841

Section WS01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
3 Aug - 21 Sep	Monday	1:10pm - 2pm	Mawson Lakes	Building GP, GP1-06
12 Oct - 9 Nov	Monday	1:10pm - 2pm	Mawson Lakes	Building GP, GP1-06

Class number 55840

Section WS02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
5 Aug - 23 Sep	Wednesday	1:10pm - 2pm	Mawson Lakes	Building J, J2-25
14 Oct - 11 Nov	Wednesday	1:10pm - 2pm	Mawson Lakes	Building J, J2-25

Class number 55839

Section WS03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
5 Aug - 23 Sep	Wednesday	2:10pm - 3pm	Mawson Lakes	Building P, P1-13
14 Oct - 11 Nov	Wednesday	2:10pm - 3pm	Mawson Lakes	Building P, P1-13

Class number 58674

Section WS04

Size 20

Available 20

Dates	Days	Time	Campus	Location	Instructor
3 Aug - 21 Sep	Monday	12:10pm - 1pm	Mawson Lakes	Building P, P1-15
12 Oct - 9 Nov	Monday	12:10pm - 1pm	Mawson Lakes	Building P, P1-15

Adelaide City Campus East

Class number 59014

Section FR01

Size 210

Available 210

Dates	Days	Time	Campus	Location	Instructor
7 Aug - 25 Sep	Friday	9:10am - 11am	Adelaide City Campus East	Mawson, G19
16 Oct - 13 Nov	Friday	9:10am - 11am	Adelaide City Campus East	Mawson, G19

Class number 58157

Section TU01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
23 Oct - 23 Oct	Friday	1:10pm - 3pm	Adelaide City Campus East	Centenary, C3-22

Class number 58156

Section TU02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
19 Oct - 19 Oct	Monday	11:10am - 1pm	Adelaide City Campus East	Bonython Jubilee, BJ3-30

Class number 58155

Section TU03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
20 Oct - 20 Oct	Tuesday	9:10am - 11am	Adelaide City Campus East	Centenary, C3-22

Class number 58154

Section TU04

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
20 Oct - 20 Oct	Tuesday	11:10am - 1pm	Adelaide City Campus East	Centenary, C3-22

Class number 58153

Section TU05

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
19 Oct - 19 Oct	Monday	2:10pm - 4pm	Adelaide City Campus East	Bonython Jubilee, BJ2-31

Class number 58152

Section TU06

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
21 Oct - 21 Oct	Wednesday	9:10am - 11am	Adelaide City Campus East	Centenary, C3-22

Class number 58151

Section TU07

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
19 Oct - 19 Oct	Monday	9:10am - 11am	Adelaide City Campus East	Bonython Jubilee, BJ3-30

Class number 58164

Section WS01

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
6 Aug - 24 Sep	Thursday	1:10pm - 2pm	Adelaide City Campus East	Ingkarni Wardli, 2.36
15 Oct - 12 Nov	Thursday	1:10pm - 2pm	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 58163

Section WS02

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
4 Aug - 22 Sep	Tuesday	10:10am - 11am	Adelaide City Campus East	Ingkarni Wardli, 2.36
13 Oct - 10 Nov	Tuesday	10:10am - 11am	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 58162

Section WS03

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
6 Aug - 24 Sep	Thursday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.36
15 Oct - 12 Nov	Thursday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 58161

Section WS04

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
4 Aug - 22 Sep	Tuesday	1:10pm - 2pm	Adelaide City Campus East	Ingkarni Wardli, 2.36
13 Oct - 10 Nov	Tuesday	1:10pm - 2pm	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 58160

Section WS05

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
5 Aug - 23 Sep	Wednesday	9:10am - 10am	Adelaide City Campus East	Engin and Maths Sciences, G13
14 Oct - 11 Nov	Wednesday	9:10am - 10am	Adelaide City Campus East	Engin and Maths Sciences, G13

Class number 58159

Section WS06

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
5 Aug - 23 Sep	Wednesday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.36
14 Oct - 11 Nov	Wednesday	12:10pm - 1pm	Adelaide City Campus East	Ingkarni Wardli, 2.36

Class number 58158

Section WS07

Size 30

Available 30

Dates	Days	Time	Campus	Location	Instructor
4 Aug - 22 Sep	Tuesday	9:10am - 10am	Adelaide City Campus East	Ingkarni Wardli, B.15
13 Oct - 10 Nov	Tuesday	9:10am - 10am	Adelaide City Campus East	Ingkarni Wardli, B.15

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

N/A

Assumed knowledge

N/A

Textbook(s)

N/A

Inherent requirements

N/A

Other resources

N/A

Assessment

N/A

Student type

Study level

Fee type

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