Analytics for Decision Making
Course Level Undergraduate
Course Level Undergraduate
Area/Catalogue
INFS 3075
Course Level
Undergraduate
Offered Externally
Yes
Note: This offering may or may not be scheduled in every study period. Please refer to the timetable for further details.
Course ID
164481
Unit Value
4.5
University-wide elective course
No
The 2025 timetable is
not yet available.
Course owner
UniSA STEM
To provide an overview of the tools and techniques of data analytics, and how these can be used by an organisation. To introduce and use some of the common tools for analysis.
Introduction to data-driven decision making, associated challenges and ethical considerations. Neural networks: classification problems, error functions, gradient descent, cross-entropy etc. Image analysis: image processing, manipulation, segmentation etc. Convolutional Neural Networks: introduction to CNNs, convolutional layers, stochastic gradient descent, network architectures. Time series analysis. Programming: Python.
Nil
Common to all relevant programs | |
---|---|
Subject Area & Catalogue Number | Course Name |
MATH 1054 | Calculus 1 |
Nil
Component | Duration | ||
---|---|---|---|
INTERNAL, MAWSON LAKES | |||
Lecture | 1 hour x 13 weeks | ||
Computer Practical | 1 hour x 12 weeks | ||
Seminar | 1 hour x 12 weeks | ||
INTERNAL, CITY WEST | |||
Lecture | 1 hour x 13 weeks | ||
Computer Practical | 1 hour x 12 weeks | ||
Seminar | 1 hour x 12 weeks | ||
EXTERNAL, MAWSON LAKES, ONLINE | |||
External | N/A x 13 Weeks |
Note: These components may or may not be scheduled in every study period. Please refer to the timetable for further details.
Case study, Programming exercise
EFTSL*: 0.125
Commonwealth Supported program (Band 2)
To determine the fee for this course as part of a Commonwealth Supported program, go to:
How to determine your Commonwealth Supported course fee. (Opens new window)
Fee-paying program for domestic and international students
International students and students undertaking this course as part of a postgraduate fee paying program must refer to the relevant program home page to determine the cost for undertaking this course.
Non-award enrolment
Non-award tuition fees are set by the university. To determine the cost of this course, go to:
How to determine the relevant non award tuition fee. (Opens new window)
Not all courses are available on all of the above bases, and students must check to ensure that they are permitted to enrol in a particular course.
* Equivalent Full Time Study Load. Please note: all EFTSL values are published and calculated at ten decimal places. Values are displayed to three decimal places for ease of interpretation.