Samenvatting

Over the period of this project, a lot of time was spent on refactoring and combining the code of different teams that have worked on it, mostly changing REST API to adhere to the best web development practices. Another big part of the project was developing an import system where club trainers can import athlete’s training data. Two prototypes were created and their performance compared five different scenarios that should represent real-life scenarios. Based on the performance and other features a single prototype was selected. Later on, data that is imported is used for training machine learning models and predicting the difficulty of an athlete 's training to reach optimal performance. The basic functionality of this application could be used in the professional environment already. Nevertheless, the expectation for this application is to be further improved on by other developers to give even more insight into athlete’s performance.