MOOC - Predictive Maintenance Expert
Data Science Fundamentals
Third Unit is dedicated to fundamentals of data science which are used in predictive maintenance.
Experimental Data Analysis and Modeling:
This learning element describes methods of creating mathematical and digital models to carry out data analysis.
PMEx.U3.E9.PC1
Mathematical modelling:
Student knows how convert real processes into mathematical formulas and relations.
Student knows algorithms used in process modelling.
Student is able to generate a system of functional dependencies that represent the modelled process.
PMEx.U3.E9.PC2
Tools for modelling and analysis:
Student is able to use tools that support process of data modelling and analysis.
Student is able to create simple tools and scripts to data modelling.