Athlete Monitoring: Data Analysis and Visualization - Complementary Training
Athlete Monitoring: Data Analysis and Visualization

Athlete Monitoring: Data Analysis and Visualization

Course Description

Athlete monitoring is more than flashy graphs and dashboards. Athlete monitoring is a complex process of collecting the data, tagging and understanding metrics, wrangling and preparing the data, dealing with missing values and measurement error, deciding the best way to explore, plot, and model the data given the question at hand, understanding underlying assumptions and finally making decisions and inferences.

In the Athlete Monitoring course, we will build things from the ground up. You will learn different data types, different data formats, their pros and cons, how to aggregate and smooth the data, and much more. I will show you what can be done in Microsoft Excel and what can be much more easily done in an open-source R programming language using the {athletemonitoring} package. You will learn to wrangle the data, aggregate, describe, visualize, and model. I will show you how to create neat visualizations and dashboards. As a more advanced topic, I will show you how to generate dose-response models using the {dorem} package.

You might be wondering if this course is for you. If you collect any data from yourself or your athletes or your organization, this course is a must. This course will not only give you the knowledge, but it will also give you the tools that you can use immediately.

What are you waiting for? Sign-up, grab a coffee, and let’s go!

Athlete Monitoring Course

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Module 1

Module 2

Module 3

Module 4


I am a physical preparation coach from Belgrade, Serbia, grew up in Pula, Croatia (which I consider my home town). I was involved in physical preparation of professional, amateur and recreational athletes of various ages in sports such as basketball, soccer, volleyball, martial arts and tennis. Read More »

Welcome to Complementary Training Community! Forums Athlete Monitoring Data Course – Description


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