Predictive Maintenance Using AI & Machine Learning

1) Course Introduction

This course introduces modern AI-driven predictive maintenance technologies that detect failures before they occur.

At the digital innovation center, Seattle International Institute for Training integrates machine learning models, IoT data, and predictive algorithms.

2) Key Learning Objectives

Participants will learn to:

· Understand predictive analytics & ML algorithms

· Use sensor data for failure prediction

· Build maintenance prediction models

· Reduce downtime using AI insights

· Improve reliability through digital transformation

3) Target Audience

· Reliability engineers

· Maintenance data analysts

· Digital transformation teams

· CMMS and monitoring personnel

4) Course Importance & Business Impact

AI-based predictive maintenance reduces failures, prevents downtime, and enhances asset performance.

5) Practical Modules / Key Topics

· AI/ML fundamentals

· Data acquisition

· Predictive modeling

· Failure prediction

· Digital dashboards