In this video I am presenting my “solution” to the problem and provide fake data set, as well as R code for analyzing the data. Having decent predictive model can help us run different optimization algorithms to find…
Athlete preparation and performance continues to increase in complexity and costs. Modern coaches are shifting from reliance on personal memory, experience, and opinion to evidence from collected training load data. Trai…
I was asked by Rod Whiteley and Nicol van Dyk to contribute to the Aspetar Journal targeted topic issue that just got released off the press. I tried to combine my knowledge of predictive analytics, machine learning, phi…
In the video below I am showing you how to easily create survey, send it to the athletes and get their responses directly to Excel. No more paper, copy-pasting and wasting time.
We are witnessing tremendous increase in measuring technologies, and it seems that if you are not measuring and monitoring you are not training. Unfortunately (or luckily) a lot of clubs cannot afford 30 units GPS system…
I had the pleasure to interview Cristian Osgnach, who is one of the leading researchers and pioneers of Metabolic Power concept, as well as involved in GPEXE project, which is 20Hz GPS performance monitor & analytical sy…
A year ago I tried to use Banister model to predict injuries, but I recently realized I made an error implementing link function. So, I decided to do one more try and correct the problem.
In 2014 I wrote a blog post entitled Couple Ideas to Make AMS Products Better in which I gave couple of advices for Athlete Management Software developers and vendors. Consider this as an addendum and …
Moxy Monitor is an oxygen muscle monitor that seems like an interesting technology that could be used to monitor training, but also get a glimpse into “bottle necks” of performance (which in my opinion is the goal of…
This is the problem I have been wrestling with for some time and I tried to solve it using Bannister model. I even asked for help on Twitter and couple of data scientists suggested taking a look into “functional data a…
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