Posts Tagged ‘machine-learning’

Finding the link between heart rate and running pace with Spark ML – Fitting a linear regression model

2 September 2016 1 comment

Besides crafting software I’m an avid runner and cyclist. Firstly for my health and secondly because of all the cool gadgets there are available. Recently I started with a Coursera course on Machine Learning and with that knowledge I combined the output of my running watch with Spark ML. In this article I discuss how to load gps and heart rate data to a linear regression model and ultimately get a formula with heart rate as input and running pace as output.

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