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Machine Learning Course for Mechanical Engineers

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

What will I learn?

This course equips mechanical engineers with machine learning skills using real pump data to reduce downtime and maintenance costs. It covers centrifugal pump basics, sensor types and signals, feature engineering, and predictive models for rotating equipment, plus deployment, dashboards, and data-driven decision processes for reliable pump performance.

Elevify advantages

Develop skills

  • Diagnose pump failures like cavitation, seal leaks, and bearing wear swiftly.
  • Set up sensors for vibration, temperature, and flow data suited for machine learning.
  • Build, train, and validate predictive maintenance models for pumps.
  • Engineer features by extracting time and frequency data from pump signals.
  • Optimise pump designs and maintenance schedules using machine learning insights.

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.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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