The information available to a sports scientist is diverse and constantly increasing due to advancements in technology and database and communication systems. Similarly data related to club memberships, promotional strategies, player contracts and viewership is readily available to sporting club managers. There is a need in sport to store, analyse, consolidate and interpret data and communicate this information to coaches and support staff in a timely manner. Additionally the sports scientist must be able to translate this information into practice. This unit will introduce students to data analytics (e.g. finding meaningful patterns within large data sets) and its use in sport. Students will learn how to manage large data sets from a range of sources including athlete tracking (e.g. GPS), injury, match statistics and athlete wellbeing. Students will be introduced to a range of analysis techniques and will learn how to develop their own algorithms and identify key-performance indicators. Students will learn how to critically appraise and use technology in order to complement their knowledge base and practice.

Unit details

Location:
Study level:
Postgraduate
Credit points:
12
Unit code:
SFS7012

Learning Outcomes

On successful completion of this unit, students will be able to:
  1. Design, implement and evaluate methods for the management of data;  
  2. Devise algorithms to identify key-performance indicators within data sets obtained from various sources;  
  3. Implement a range of statistical methods to interpret data that can be used for both short and long term practical application;  
  4. Appraise and use technology to complement their knowledge base and practice; and  
  5. Elucidate complex information based on big data sets to coaches and support staff.  

Assessment

Assessment type Description Grade
Test Two online quizzes 20%
Test Two online quizzes 20%
Project Data analysis project 45%
Presentation Video-based presentation about the results of the project 15%

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