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Machine Learning Course for Mechanical Engineers

Machine Learning Course for Mechanical Engineers
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This focused Machine Learning Course for Mechanical Engineers shows how to use real pump data to cut downtime and maintenance costs. You learn centrifugal pump fundamentals, sensors and signal types, feature engineering, and predictive models tailored to rotating equipment. The course covers deployment, dashboards, and decision workflows so you can move from reactive fixes to reliable, data-driven pump performance.

Elevify advantages

Develop skills

  • Pump failure diagnosis: detect cavitation, seal leaks, and bearing wear fast.
  • Sensor data setup: configure vibration, temperature, and flow signals for ML.
  • ML model building: train and validate predictive maintenance models for pumps.
  • Feature engineering: extract time and frequency features from pump signals.
  • Design optimization: use ML insights to refine pump design and maintenance 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
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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