Course overview
The aim of this course is to develop students' skills in the analysis, visualisation and critical understanding of data, to familiarise them with the basics of coding in an open source programming language relevant to data science, and to introduce the principles of open and reproducible science. In this course, students will learn how to gain insights from data using contemporary computational tools. The aim of this course is to this end, they will attain basic programming skills in an open source programming language (R or Python) and learn how to use online repositories such as GitHub or the Open Science Framework to share data and code. Students will also develop an understanding of how these tools help to foster open science, reproducible research and thus the ethical treatment of data. While critical for research in cognitive (neuro-)science, the data science skills acquired in this course generalise readily to other domains.
Course learning outcomes
- Generate appropriate insights from data of various types
- Perform data manipulation, visualisation and inference using appropriate open-source computational tools
- Use version control tools and online repositories for sharing of data and code
- Demonstrate a critical understanding of the principles of open and reproducible science
Availability
Class details
Magill
Class number 53641
Section WS01
Size 20
Available 16
Class number 53642
Section WS02
Size 20
Available 14
Fee calculator
To display course fees, please select your status and program below:
We’re updating this Fee Calculator. It currently shows fees for programs only. Please check the relevant program for full fee details.
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.
If you are studying in a Professional Pathway Psychology or Clinical Psychology 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.