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AIML in Engineering Course

AIML in Engineering Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

The AIML in Engineering Course shows you how to turn raw sensor data into reliable predictive maintenance decisions. Learn pump fundamentals, failure modes, feature engineering, time-series modeling, and model evaluation tailored to real plants. You will also cover deployment, risk management, interpretability, and root cause analysis so you can build practical, validated AIML solutions that improve uptime and cut maintenance costs.

Elevify advantages

Develop skills

  • Deploy robust AIML models in plants with noise, drift, and scarce failure labels.
  • Engineer sensor features for pump health using time, frequency, and cross-sensor data.
  • Build and validate predictive maintenance models with time-aware evaluation.
  • Translate model outputs into maintenance actions, alerts, and design decisions.
  • Perform interpretable root cause analysis linking ML features to physical failures.

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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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