Sport Informatics and Analytics/Course outline

Sport Informatics and Analytics
The topics included this course are:


 * Introduction
 * Course description.
 * Course themes.
 * Course aim and learning outcomes.
 * Course assessment (ePortfolio).
 * Course assessment questions.
 * Web resources.


 * Course content
 * Introductions (Theme 1).
 * Pattern recognition (Theme 2).
 * Performance monitoring (Theme 3).
 * Audiences and messages (Theme 4).
 * Compile and submit Introductory ePortfolio.
 * Ethical issues (Theme 1).
 * The quantified self (Theme 3).
 * Using R (Theme 2).
 * Python (Theme 2).
 * Structured Query Language (SQL) (Theme 2)
 * Visualising data (Theme 4).
 * Compile and submit Developmental ePortfolio.
 * Feedforward (Theme 4).
 * Communities of practice (Theme 1).
 * Knowledge discovery (Theme 2).
 * Informatics and analytics (Themes 1, 2, 3, and 4).
 * Refine, complete and submit Final ePortfolio.