Data Science Case Studies (ITECH7003)

DATA SCIENCE CASE STUDIES will focus on the application of data science techniques/tools to various domains (real-world data). It uses analytical and data science methods to solve real-world application questions and to implement the solution using tools. We will work through case studies in a variety of contexts including, e.g., business, science, healthcare, industry, education and society to investigate how knowledge and value are extracted from data. Through examining the wide-ranging applications of data science, we will further understand the underlying learning algorithms, models, codes and data. Topics will include experimental and project design, business predictive analytics, data processing, model training and evaluation, algorithm and code analysis, application cases analytics, software tools, visualisation and project management.

For further information regarding the course please refer to the Course Outline found at the following link (PDF, 196kB).

Credit point 15
EFTSL 0.125
Band 2

Commonwealth supported place (CSP)

A CSP is subsidised by the Australian Government and students pay a contribution amount. Each unit is classified into a student contribution band, depending on the study area of the unit (this discipline may be different from the study area of your course).

2024 contribution amount* - $1,118
2024 contribution amount - continuing student who commenced before 1 Jan 2021* - $1,118

* for Clinical Psychology (Clin Psych) & Professional Pathways (Prof Path) bands the contribution amount is determined by accredited course. Students in Postgraduate Clinical Psychology, Professional Pathway Psychology or Professional Pathway Social Work accredited courses should visit our CSP page for further information.

Note: The Job-ready Graduates Package introduced new funding clusters and contribution amounts from the 2021 academic year. If you are a continuing student who commenced before 1 January 2021 studying units in disciplines with increased contribution amounts, you will continue paying the same amount (indexed each year) as you would have. For further information visit the Australia Government's Study Assist website.

Domestic Full Fee-paying

These places are offered for postgraduate studies or to CSP ineligible students and tuition fees are not subsidised by the Australian Government. Domestic postgraduate tuition fees are course-based annual fees and the unit fee you pay will vary according to the degree you are studying. To find out more about domestic tuition fees and view the relevant fee schedule visit our fees website.

International Full Fee-paying

International tuition fees are course-based annual fees and the unit fee you pay will vary according to the degree you are studying. To find out more about international tuition fees and view the relevant fee schedule visit our fees website.

Semester census dates

It is important to check unit delivery details including location and census date, prior to making decisions about enrolment. Detailed semester and census date information can be found on the Important Dates page.