Current

Intermediate

Predictive Maintenance with AI

NVIDIA Deep Learning Institute (DLI) · NVIDIA · Updated March 2026

Platform rating

4.4/5

Champ rating

8.1/10

Duration

8 hours instructor-led

Classes

20

Apply AI to predictive maintenance in industrial settings. Use sensor data and deep learning to predict equipment failures.

What you'll get

Build predictive maintenance ML models

Process sensor and time-series data

Detect anomalies in industrial equipment

Deploy maintenance prediction systems

Course Curriculum

4 chapters

Fit

Best for

Infrastructure Engineers

Smart City Planners

Industrial Engineers

IoT Architects

Not ideal for

Learners seeking only entry-level overviews

Prerequisites & pricing

Prerequisites

Python and ML fundamentals

Pricing

Contact for pricing

Certification

Certificate

Predictive Maintenance

IoT

Time Series

Industrial AI

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