SIT292 - Linear Algebra for Data Analysis
Unit details
| Year | 2025 unit information |
|---|---|
| Enrolment modes: | Trimester 2: Burwood (Melbourne), Online |
| Credit point(s): | 1 |
| EFTSL value: | 0.125 |
| Unit Chair: | Trimester 2: Simon James |
| Prerequisite: | SIT192 |
| Corequisite: | Nil |
| Incompatible with: | Nil |
| Educator-facilitated (scheduled) learning activities - on-campus unit enrolment: | 1 x 3 hour seminar per week, weekly meetings. |
| Educator-facilitated (scheduled) learning activities - online unit enrolment: | Online independent and collaborative learning including 1 x 2 hour online seminar per week, weekly meetings. |
| Typical study commitment: | Students will on average spend 150 hours over the teaching period undertaking the teaching, learning and assessment activities for this unit. This will include educator guided online learning activities within the unit site. |
Content
Linear algebra is the foundation for many sophisticated mathematical and computational methods. In SIT292 students will learn the basics of linear algebra, and solve systems of linear equations. This unit extends students ability apply mathematical formulae and to operate with complex mathematical objects. SIT292 introduces students to vector spaces, matrix theory, systems of linear equations and methods for solving them, eigenvalues and eigenvectors, and their application to similarity of diagonal matrices. The techniques that students learn from this unit will enable them with the analysis of complex data and ensuring its reliability in studies of cryptography.
Learning Outcomes
| ULO | These are the Unit Learning Outcomes (ULOs) for this unit. At the completion of this unit, successful students can: | Alignment to Deakin Graduate Learning Outcomes (GLOs) |
|---|---|---|
| ULO1 | Perform operations and transformations on matrices and vectors and apply them to solve systems of linear equations, calculate determinants, eigenvalues and eigenvectors. | GLO1: Discipline-specific knowledge and capabilities |
| ULO2 | Perform operations on linear vector spaces and apply them for solving approximation and regression problems. | GLO1: Discipline-specific knowledge and capabilities |
| ULO3 | Demonstrate mathematical literacy by sourcing, interpreting and discussing mathematical texts and digital resources. | GLO3: Digital Literacy |
Assessment
| Assessment Description | Student output | Grading and weighting (% total mark for unit) | Indicative |
|---|---|---|---|
| Learning portfolio | Portfolio consisting of evidence of completion of unit modules, reports, workings for associated mathematical problems, and a learning summary report | 100% | Weekly task submissions with final submission in Week 12 |
The assessment due weeks provided may change. The Unit Chair will clarify the exact assessment requirements, including the due date, at the start of the teaching period.
Hurdle requirement
To be eligible to obtain a pass in this unit, students must meet certain milestones as part of the portfolio.
Learning resource
Prescribed text(s): Keith Nicholson (2021), Linear Algebra with Applications, Lyryx (freely available online).
The texts and reading list for SIT292 can be found via the University Library.
Note: Select the relevant trimester reading list. Please note that a future teaching period's reading list may not be available until a month prior to the start of that teaching period so you may wish to use the relevant trimester's prior year reading list as a guide only.
Unit Fee Information
Fees and charges vary depending on the type of fee place you hold, your course, your commencement year, the units you choose to study and their study discipline, and your study load.
Tuition fees increase at the beginning of each calendar year and all fees quoted are in Australian dollars ($AUD). Tuition fees do not include textbooks, computer equipment or software, other equipment or costs such as mandatory checks, travel and stationery.
For further information regarding tuition fees, other fees and charges, invoice due dates, withdrawal dates, payment methods visit our Current Students website.