Introduction to Predictive Analytics for Maintenance

Introduction to Predictive Analytics for Maintenance


Upcoming Course Date

19 Jun 2024
25 Sep 2024

Training Duration

8 Hrs

Full Fee


Funding Support

Up to 90%

Training Mode



Entry Level

Introduction to Predictive Analytics for Maintenance


This is a basic course in Predictive Analytics for Maintenance The course aims to equip the participant with the following: 

  1. An appreciation of statistical concepts that underpin Predictive Maintenance ideas 
  2. An understanding of simple statistical process monitoring techniques used in tracking developments of critical measurements 
  3. An understanding of Correlation and Simple Regression Analysis used in degradation data monitoring / modelling 
  4. Simple ideas in failure time modelling that are useful in scheduling of preventive maintenance activities. Learning Objectives: 

At the end of this course, the learners will: 

  • Recognise and apply simple statistical concepts used in Predictive Maintenance analysis Apply simple statistical process monitoring techniques to monitor process outputs
  • Use simple regression analysis to model degradation data in order to predict expected failure time Model failure time of product / system to better manage maintenance activities


Full Fees (before GST): S$480 


Subsidised Fee (after GST)

Singapore Citizens aged 40 and above 


Singapore Citizens aged below 40 


Singapore Permanent Residents and LTVP+ Holders 


SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders


Others (Full fees payable) 


SkillsFuture Credit Approved. For more details, please click here

For corporate training or individual participants, please let us know your preferred date(s) in the Register Interest form below.

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