ADVANCED SPORT ANALYTICS
SPE5ASA
2021
Credit points: 15
Subject outline
In this subject you will learn about advanced and contemporary topics in sport analytics and tools for understanding tactics and strategies in team sport by quantifying the value of individual and team actions using spatiotemporal and notation data. You will learn how to quantify skill and randomness in sport performance by understanding the statistical properties of sport performance metrics, and you will learn how to analyse wearable sensor and video data to automatically recognise and classify sport actions without the need for manual annotation.
SchoolAllied Health, Human Services & Sport
Credit points15
Subject Co-ordinatorDavid Carey
Available to Study Abroad/Exchange StudentsYes
Subject year levelYear Level 5 - Masters
Available as ElectiveYes
Learning ActivitiesLectures, workshops, project work
Capstone subjectNo
Subject particulars
Subject rules
PrerequisitesEXS5PSA OR SPE5PSA
Co-requisitesN/A
Incompatible subjectsN/A
Equivalent subjectsN/A
Quota Management StrategyN/A
Quota-conditions or rulesN/A
Special conditionsN/A
Minimum credit point requirementN/A
Assumed knowledgeN/A
Career Ready
Career-focusedNo
Work-based learningNo
Self sourced or Uni sourcedN/A
Entire subject or partial subjectN/A
Total hours/days requiredN/A
Location of WBL activity (region)N/A
WBL addtional requirementsN/A
Graduate capabilities & intended learning outcomes
Graduate Capabilities
Intended Learning Outcomes
Subject options
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Melbourne (Bundoora), 2021, Semester 2, Blended
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Subject Instance Co-ordinatorDavid Carey
Class requirements
LectureWeek: 31 - 43
One 1.00 hour lecture per week on weekdays during the day from week 31 to week 43 and delivered via blended.
TutorialWeek: 31 - 43
One 2.00 hours tutorial per week on weekdays during the day from week 31 to week 43 and delivered via blended.
Assessments
| Assessment element | Category | Contribution | Hurdle | % | ILO* |
|---|---|---|---|---|---|
Report on quantifying sport performance (1500 words) | Assignment | Individual | No | 30 | SILO1, SILO2 |
Report on statistical properties of sport metrics (1500 words) | Assignment | Individual | No | 30 | SILO1, SILO3 |
Creation of an automated sport action detection system (2000 word equivalent) | Assignment | Individual | No | 40 | SILO1, SILO4 |