AI-powered predictive maintenance concept

Course Overview

A concise guide to what you'll gain in our free mini-course on predictive maintenance using AI technologies.

Start Learning – Free
Industrial machines with digital overlays

Is This Course Right for You?

Whether you’re a maintenance engineer, manager, or technician, our course is designed for professionals who want to harness the benefits of AI without needing a programming background.

  • Beginners curious about AI in maintenance
  • Teams wanting practical, industry-tested examples
  • Managers planning digital transformation
  • Anyone seeking cost savings and reliability gains

Key Features at a Glance

Engaging Video Lessons

Watch self-paced lessons and revisit any time.

Hands-On Exercises

Practice with real industrial datasets—no coding required.

No Software Installs Needed

Use browser-based tools and get started instantly.

Completion Certificate

Receive a personalized certificate after finishing the course.

Course Modules

Introduction to Predictive Maintenance

1. Foundations of Predictive Maintenance

Discover key concepts, industry trends, and how predictive maintenance can transform operations and reduce costs.

Collecting and preparing machine data

2. Data Collection & Preparation

Learn practical ways to gather, clean, and organize machine data for successful AI analysis.

AI Models for Maintenance Prediction

3. AI Models for Failure Prediction

Explore user-friendly AI tools to predict failures—no programming experience required.

Implementation in real factories

4. Implementation Strategies

Build tailored plans to roll out predictive maintenance in your own workplace.

Case study applications

5. Case Studies & Practical Applications

Review industry case studies and actionable tips for your daily practice.

Complete in just 4 hours

Flexible, on-demand format

Your Learning Experience

  • Practical, step-by-step tutorials
  • Downloadable tools for immediate use
  • Real industrial maintenance datasets
  • Optional quizzes to check understanding
  • Access to future course updates

By the end, you’ll confidently identify the right data, use AI for prediction, and build stronger maintenance routines.

Person using AI maintenance dashboard
Industry expert instructor headshot

Meet Your Instructors

Expert trainers with international experience in both industrial maintenance and advanced analytics.

Benefit from lessons developed by engineers and data scientists who’ve implemented predictive maintenance solutions in manufacturing, energy, and transportation—real impact, real results.

Ready to Get Started?

Register free to access actionable AI techniques and enhance your maintenance approach.

No credit card required. 100% free access.