Dataiku Guidebook

Anticipate & Optimize

Maintain High-Capital Assets with AI

Predictive maintenance is widely considered to be the obvious next step for any business with high-capital assets.

This step-by-step guidebook will show you how to harness machine learning to control rising equipment maintenance costs and pave the way for self maintenance through AI.


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How to Leverage Predictive Maintenance

This Step-by-Step Guide Breaks Down:

  • The differences between traditional and predictive maintenance

  • Use cases & potential data sources

  • Specific challenges to exploring, cleaning, and modeling data for predictive maintenance