UO Advanced Topics in Data Analytics

Undergraduate | 2026

Course page banner
Mode icon
Mode
Mode
Your study will be 100% online
100% online
area/catalogue icon
Area/Catalogue
INFO 3022
Course ID icon
Course ID
203928
Campus icon
Campus
Online
Level of study
Level of study
Undergraduate
Unit value icon
Unit value
6
Course owner
Course owner
School of Mathematical Science
Course coordinator
Course coordinator
Andres Cifuentes Bernal
Course level icon
Course level
3
Work Integrated Learning course
Work Integrated Learning course
No
Study abroad and student exchange icon
Inbound study abroad and exchange
Inbound study abroad and exchange
The fee you pay will depend on the number and type of courses you study.
Yes
Discipline group A
University-wide elective icon
University-wide elective course
Yes
Single course enrollment
Single course enrolment
Yes

Course overview

This course aims to extend the knowledge and skills in applying a range of advanced data analytics techniques and integrate responsibility into the systems they design, build and deploy. The aim of this course is topics covered in this course include responsible data analytics, time series analysis, reinforcement learning, deep neural networks and computer vision, and natural language processing.

Course learning outcomes

  • Apply advanced analytics methods to solve complex data analytics problems.
  • Design an approach to AI and Data Analytics problems in specialised domains including natural language processing, speech and vision.
  • Critique emerging technologies in Artificial intelligence (AI), considering their scope, limitations and application.
  • Apply principles of responsible AI at every stage of the Data Analytics and AI-enabled application development.

Availability

Census date Icon
Census date
Fri 17/07/2026
Enrol by date
Enrol by date
Fri 10/07/2026
Last day to W
Last day to W
Fri 31/07/2026
Last day to WF
Last day to WF
Fri 14/08/2026

Class details

Online

Class number
Class number 3081
Section
Section 01OL
Size
Size 500
Available
Available 494
Dates Days Time Campus Location Instructor
- Online ,
Notes:
This course is only for students studying 100% online programs

Prerequisite(s)

  • must have completed INFO3016 UO Machine Learning

Corequisite(s)

N/A

Antirequisite(s)

  • must not have completed INFS3087 UO Advanced Topics in Data Analytics at the University of South Australia

Assumed knowledge

N/A

Textbook(s)

N/A

Inherent requirements

N/A

Other resources

N/A

Assessment

N/A

Fee calculator

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Study Abroad student tuition fees are available here.

Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.

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.

Degree list
The following degrees include this course
Bachelor of Data Analytics