AI for Mechanical Engineers Course
This course teaches mechanical engineers how to apply AI to pump maintenance, focusing on data preparation, feature engineering, model selection, failure diagnosis, and actionable predictions to reduce downtime and improve asset planning.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
AI for Mechanical Engineers Course shows how to turn pump data into reliable, actionable insights. Learn failure modes, critical signals, and data requirements, then clean, label, and engineer features for predictive models. You will select simple, explainable methods, validate results with meaningful metrics, and build a focused pilot that improves maintenance decisions, reduces downtime, and supports smarter asset planning.
Elevify advantages
Develop skills
- Build clean pump datasets from historians, logs, and maintenance records.
- Engineer vibration and process features that expose early pump degradation.
- Select and validate simple, explainable AI models for pump health.
- Diagnose centrifugal pump failure modes using AI plus mechanical indicators.
- Turn AI pump predictions into clear maintenance actions and outage plans.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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