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Area/Catalogue
MATH 1081

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Course Level
Undergraduate

online

Study Method
100% online

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Course ID
171413

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Unit Value
4.5

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UniSA Online Elective Course
Yes

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Duration
10 weeks

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Availability/Timetable(s)
Study Period 1
Study Period 4

Course aim

To provide students with working knowledge of mathematical & statistical concepts relevant to applications in data analytics.

Course content

Topics covered in this course include: linear algebra concepts, vectors and matrices operations, eigenvalues & eigenvectors, dynamical systems, optimisation techniques (e.g. Gradient descent), linear regression, probability concepts (probability laws, Bayes' rule and independence), selected probability distributions, statistical inference and applications to data analytics.

Textbooks

Nil

Prerequisites

Common to all relevant programs
Subject Area & Catalogue Number Course Name
MATH 2032 UO R for Data Analytics
MATH 1080 UO Fundamentals of Mathematics for Data Analytics

Corequisite(s)

Nil

Teaching Method

Component Duration
EXTERNAL, ONLINE ACTIVITY
Online 10 weeks x N/A

Note: These components may or may not be scheduled in every study period. Please refer to the timetable for further details.

Assessment

Problem solving exercise, Project

Fees

EFTSL*: 0.125
Commonwealth Supported program (Band 1)
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

Online Course Facilitators

Degree this course is offered in