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AIML in Engineering Course

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

What will I learn?

The AIML in Engineering Course teaches you how to transform raw sensor data into solid predictive maintenance choices. You will learn about pump basics, failure patterns, feature engineering, time-series modelling, and model assessment suited to actual plants. You will also explore deployment, risk handling, interpretability, and root cause analysis to create practical, verified AIML solutions that boost uptime and reduce maintenance expenses.

Elevify advantages

Develop skills

  • Deploy strong 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
Very great course. Lots of valuable information.
WiltonCivil Firefighter

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