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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 specialised Machine Learning course for Mechanical Engineers teaches using real pump data to reduce downtime and maintenance expenses. Gain knowledge on centrifugal pump basics, sensor types and signals, feature extraction, and predictive models for rotating machinery. It includes model deployment, dashboards, and decision processes to shift from reactive repairs to data-driven pump management.

Elevify advantages

Develop skills

  • Diagnose pump failures: quickly identify cavitation, seal leaks, and bearing wear.
  • Set up sensor data: configure vibration, temperature, and flow signals for ML analysis.
  • Build ML models: train and validate predictive maintenance models for pumps.
  • Engineer features: derive time and frequency features from pump vibration signals.
  • Optimise designs: apply ML insights to improve pump design and maintenance schedules.

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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