Predictive maintenance using Long Short-Term Memory

For demonstrating predictive maintenance, we'll use the simulated data provided in Azure ML ( The dataset consists of the following three files:

Get Hands-On Artificial Intelligence for IoT now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.