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AIML in Engineering Course

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

What will I learn?

The AIML in Engineering Course teaches you how to transform raw sensor data into dependable predictive maintenance decisions. You'll learn pump basics, failure modes, feature engineering, time-series modelling, and model evaluation adapted to actual plants. You'll also explore deployment, risk management, interpretability, and root cause analysis to develop practical, validated AIML solutions that boost uptime and reduce maintenance costs.

Elevify advantages

Develop skills

  • Deploy robust AIML models in plants dealing with noise, drift, and limited 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 I work for.
SilviaNurse
Great course. A lot of valuable information.
WiltonCivil Firefighter

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