Statistics for Data Science AAI
Course Level Postgraduate
Area/Catalogue
MATH 5046
Course Level
Postgraduate
Offered Externally
No
Course ID
160521
Unit Value
4.5
University-wide elective course
No
Timetable/s
The 2025 timetable is
not yet available.
Course owner
UniSA STEM
Course Alert: This course is no longer available for enrolment
Course aim
To provide a solid foundation in statistics theory and practice for data analytics.
Course content
Exploratory Data Analysis, sampling, estimation, hypothesis testing, correlation analysis, linear regression, ANOVA, chi-square test, multivariate extensions.
Introduction to statistical analysis using SAS.
Textbook(s)
Field, A, Miles, J 2010, Discovering Statistics using SAS, SAGE
Prerequisite(s)
Nil
Corequisite(s)
| Subject Area & Catalogue Number | Course Name |
|---|---|
|
Group 1
These courses are designed to be taken together as part of an Employer Reserve program. |
|
| INFS 5109 | Big Data Basics AAI |
| INFS 5110 | Business Intelligence and Analytics AAI |
| INFS 5111 | Relational Databases and Warehouses AAI |
Teaching method
| Component | Duration | ||
|---|---|---|---|
| INTERNAL, CITY WEST | |||
| The course will be scheduled outside of the timetabling system, using the contract with AAI to determine the activities and schedule. | 4 hours x 13 weeks | ||
Note: These components may or may not be scheduled in every study period. Please refer to the timetable for further details.
Assessment
Assignment, Continuous assessment, 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.
Course Coordinators
UniSA STEM
