Individualizing Training Using Clustering Algorithms

Individualizing Training Using Clustering Algorithms

I have already written regarding the clustering in the following blog posts:

The goal of this blog post is to present simple solution to “grouping” individuals based on their needs, characteristics and/or goals.

With my recent explorations of the Agile Periodization, I am more and more leaned toward avoiding pre-planned stages/blocks (e.g. hypertrophy phase, max strength phase, power phase and so forth), but rather “bucket” the athletes based on their needs/characteristics and aim at improve the identified rate limiters. This especially makes sense when you are dealing with team sports or large number of individuals.

Anyway, in this video I cover how clustering can be performed in R, with the aim of creating 5 similar groups of athletes based on their characteristic.


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individualizing-training-using-clustering-algorithms

Members Only! To Watch the Video, Please Join Complementary Training Community »

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If you apply within this promotional period, you’ll be charged at our current membership prices until the end of time! Don’t miss out on this great deal!!!

Standard

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$25

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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 »
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Welcome to Complementary Training Community! Forums Individualizing Training Using Clustering Algorithms

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