Predictive Maintenance for data engineers

The “Predictive Maintenance for data engineers” learning path discusses useful technological aspects that will facilitate industrial upgrade of a factory’s maintenance approach. The whole learning path serves as an all-around educational package that will accomplish a first introduction and apprehension of the Predictive Maintenance (PdM) concept. For such a novel and promising concept like PdM, that  has only recently found its first industrial applications, even high-level employees and computer science experts cannot directly involve with approach implementation due to a vast amount of new knowledge. This learning path aims to smoothen this procedure and accelerate PdM culture approval. Focus of this path will be directed to data engineers and providing them with essential information on their way to their first involvement with Predictive Maintenance. Most important topics discussed:

Predictive Maintenance basics and advanced knowledge

Artificial Intelligence and Data Analytics

Maintenance software 

Maintenance and Equipment Availability attributes