About this course
Predictive Maintenance with AI and Analytics gives delegates a structured, practical understanding of predictive maintenance techniques and sensor data and condition monitoring, then builds the skills to apply machine learning for failure prediction, building PdM programmes and value and ROI in real work. Maintenance and reliability courses that cut downtime and cost, from planning and turnarounds to predictive analytics and digital twins. One of our most requested courses. Demand for these skills is expected to rise strongly by 2027.
Sessions are led by practitioners with at least 15 years in the field, and mix short input with exercises, case studies and group work, so delegates return with methods they can use straight away.
Who should attend
Maintenance managers, planners, reliability engineers, inspection staff and asset managers. No specialist prerequisites are required for the Practitioner level; Foundation, Advanced and Executive versions are available on request.
What you will learn
- Predictive maintenance techniques
- Sensor data and condition monitoring
- Machine learning for failure prediction
- Building PdM programmes
- Value and ROI
5-day course outline
- Day 1
Predictive maintenance techniques
Concepts, standards and terminology, with a diagnostic exercise to baseline the group.
- Day 2
Sensor data and condition monitoring
Methods and tools explained step by step, with worked examples from real operations.
- Day 3
Machine learning for failure prediction
Hands-on practice in small groups using realistic data, cases and templates.
- Day 4
Building PdM programmes
Case studies of successes and failures, and how to apply the lessons in your organisation.
- Day 5
Value and ROI
Integration exercise, final knowledge check and a personal action plan.
10-day extended programme
The extended programme includes the full 5-day outline above, plus a second week of applied work.
- Day 6
Applied workshop: Predictive maintenance techniques
Deeper practice with your own data or site examples.
- Day 7
Applied workshop: Sensor data and condition monitoring and machine learning for failure prediction
Group exercises that combine methods from week one.
- Day 8
Field case study: Building PdM programmes
A detailed industry case worked through from start to finish.
- Day 9
Advanced practice: Value and ROI
Tools, templates and checklists to take back to work.
- Day 10
Assessed project and presentation
Each delegate presents an improvement plan and completes the final assessment.
Upcoming classroom dates
| Dates | City | Length | Fee |
|---|---|---|---|
| 2 Nov 2026 to 13 Nov 2026 | London | 10 days | $6,250 |
| 7 Dec 2026 to 11 Dec 2026 | London | 5 days | $3,450 |
| 4 Jan 2027 to 8 Jan 2027 | London | 5 days | $3,450 |
| 7 Feb 2027 to 11 Feb 2027 | Riyadh | 5 days | $2,450 |
| 15 Mar 2027 to 19 Mar 2027 | London | 5 days | $3,450 |
| 12 Apr 2027 to 16 Apr 2027 | Istanbul | 5 days | $2,450 |
| 10 May 2027 to 14 May 2027 | Amsterdam | 5 days | $3,450 |
| 6 Jun 2027 to 10 Jun 2027 | Riyadh | 5 days | $2,450 |
| 18 Jul 2027 to 22 Jul 2027 | Cairo | 5 days | $2,450 |
| 16 Aug 2027 to 27 Aug 2027 | Dubai | 10 days | $4,450 |
Live online sessions run every month in GCC, Europe and Asia time slots. Other dates and cities on request.
Customise this course
Change the level, language, length and format, combine it with topics from other courses or ask for topics that are not in our catalogue, and add your own case studies, site visits or exam preparation. Open this course in the customiser to see the day-by-day outline and an instant indicative fee.
Frequently asked questions
How long is the Predictive Maintenance with AI and Analytics course?
It runs as a 5-day core programme or a 10-day extended programme. The 10-day version adds a second week of workshops, case studies and an assessed project.
Where is the Predictive Maintenance with AI and Analytics course held?
Classroom sessions run in Dubai, Istanbul, London, Kuala Lumpur and Cairo, with more cities opening to 2030. It is also available live online and in-house at your site.
Can the Predictive Maintenance with AI and Analytics course be customised?
Yes. You can change the level, language, length from 1 to 20 days and format, add topics from other courses or new topics, and include your own case studies. Use the online customiser for an instant indicative fee.
How much does the Predictive Maintenance with AI and Analytics course cost?
From $2,450 for 5 days in Dubai, Istanbul, Cairo or Kuala Lumpur, $3,450 in London, and $1,450 live online. In-house delivery for up to 15 delegates starts at $12,900.