[P] Data preparation - Time series

Hi everybody!

I am working myself into ML for some engineering problems for my PhD and got some nice results for simple regression tasks.

In the first attempt, I wanted to predict a process quality via conclusively determined process parameters. To do this, I determined some process parameters such as the maximum temperature, the energy introduced, the process time, etc. and then correlated them with the mechanical properties of my specimen. To feed an algorithm with this data, I simply …

data data preparation machinelearning time time series