Manufacturing, Robotics & Industry 4.0
Smart factories, predictive maintenance, industrial IoT and automation.
Advanced
Once the basics are comfortable.
Document
Advanced
↗ External site
AI4I 2020 Predictive Maintenance Dataset
A dataset of machine readings (temperature, torque, tool wear) and failures, widely used to learn predictive maintenance.
UCI Machine Learning Repository
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Advanced
↗ External site
NASA Prognostics Data Repository
NASA's run-to-failure datasets for engines, bearings, batteries and more, used worldwide to learn remaining-useful-life prediction.
NASA
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