STAT5009 (v.1) Decision Methods and Predictive Analytics
| Area: | School of Elec Eng, Comp and Math Sci (EECMS) |
|---|---|
| Credits: | 25.0 |
| Contact Hours: | 3.0 |
| TUITION PATTERNS: | The tuition pattern provides details of the types of classes and their duration. This is to be used as a guide only. Precise information is included in the unit outline. |
| Lecture: | 1 x 2 Hours Weekly |
| Computer Laboratory: | 1 x 1 Hours Weekly |
| Prerequisite(s): |
Admission into
MC-PREDAN (v.3)
Master of Predictive Analytics
or any previous version
OR Admission into GD-PREDAN (v.2) Graduate Diploma in Predictive Analytics or any previous version OR Admission into GC-PREDAN (v.2) Graduate Certificate in Predictive Analytics or any previous version |
| UNIT REFERENCES, TEXTS, OUTCOMES AND ASSESSMENT DETAILS: | The most up-to-date information about unit references, texts and outcomes, will be provided in the unit outline. |
| Syllabus: | Predictive Analytics is a suite of tools for data analysis which are used in business, industry and government to predict individual outcomes for customers or clients. For example, when a hospital is considering whether to discharge a patient, the risk that the patient might suffer a relapse could be assessed objectively, by analysing the histories of similar patients in the hospital records. This unit gives a detailed treatment of the principles and techniques of Predictive Analytics including both advanced statistical methods and machine learning methods. Practical experience with these methods is provided using free open-source software. |
| Field of Education: | 010103 Statistics |
| Result Type: | Grade/Mark |
Availability
| Year | Location | Period | Internal | Partially Online Internal | Fully Online |
|---|---|---|---|---|---|
| 2021 | Bentley Perth Campus | Semester 1 | Y |
Partially Online Internal refers to some (a portion of) learning provided by interacting with or downloading pre-packaged material from the Internet but with regular and ongoing participation with a face-to-face component retained. Excludes partially online internal course/units run through the Curtin Bentley-based Distance Education Area which remain Central External
Fully Online refers to the main (larger portion of) mode of learning provided via Internet interaction (including the downloading of pre-packaged material on the Internet). Excludes online course/units run through the Curtin Bentley-based Distance Education Area which remain Central External
Disclaimer
Information in this publication is correct at the time of printing but may be subject to change.
In particular, the University reserves the right to change the content and/or method of assessment, to change or alter tuition fees of any unit of study, to withdraw any unit of study or program which it offers, to impose limitations on enrolment in any unit or program, and/ or to vary arrangements for any program.
This material does not purport to constitute legal or professional advice.
Curtin accepts no responsibility for and makes no representations, whether express or implied, as to the accuracy or reliability in any respect of any material in this publication.
Except to the extent mandated otherwise by legislation, Curtin University does not accept responsibility for the consequences of any reliance which may be placed on this material by any person.
Curtin will not be liable to you or to any other person for any loss or damage (including direct, consequential or economic loss or damage) however caused and whether by negligence or otherwise which may result directly or indirectly from the use of this publication.
International students
International students studying in Australia on a student visa can only study full-time and there are also specific entry requirements that must be met. As some information contained in this publication may not be applicable to international students, refer to international.curtin.edu.au for further information. Australian citizens, permanent residents and international students studying outside Australia may have the choice of full-time, part-time and external study, depending on course availability and in-country requirements.
