AI for Mechanical Engineers Course
Master AI for Mechanical Engineers to transform pump data into reliable predictions. Gain skills in data collection, simple explainable models, failure diagnostics, and maintenance actions that reduce downtime, cut costs, and enhance equipment performance across industrial assets.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
AI for Mechanical Engineers teaches converting pump data into actionable insights. Explore failure modes, critical signals, data needs, cleaning, labelling, feature engineering for predictive models. Choose simple explainable methods, validate with key metrics, and develop pilots to optimise maintenance, minimise downtime, and improve 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 the 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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