R has everything Machine Learning has to offer these days. The PI System can do a lot analytics-wise, but sometimes you want state-of-the-art Machine Learning, or connect your PI System data to existing applications or code. In this presentation it will be shown: - how to get your data out of the PI System and into R using the PI Web API - how to analyse, model and plot in R using this PI-data - how to load and explore PI Asset Framework-structures in R - how to write data back into the PI System It includes examples from practice with actual data from drinking water company Vitens in the Netherlands.
Mathematician turned Software Developer turned Data Scientist. Languages in order of fluency: Dutch, English, Python and R.