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Leveraging Machine Learning to Enable Predictive Maintenance for Industrial Equipment

Leveraging Machine Learning to Enable Predictive Maintenance for Industrial Equipment

IMC RAP Talk (22 minutes)

by Joseph Rosing, Amazon Web Services

Predictive maintenance is a key component of an effective maintenance strategy to avoid catastrophic machine failures and costly downtime. However, this technology has historically been difficult to implement due to the required data science expertise and volume of historical data.

In this session, learn how machine learning (ML) and other analytics methods can help you overcome common challenges to enabling predictive maintenance and improve uptime, with no ML experience required.

Reliability and Asset Performance (RAP) Talks are 18 minute TED-like talks designed to replace outdated concepts with new ideas that you can put to use immediately.