Machine Learning in Predictive Maintenance: From Data to Failure Detection

03 Sep 2026
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1 min to read

We have launched a practical training on using Machine Learning in industrial maintenance, focused on anomaly detection and predictive maintenance.

The course combines theory, coding and hands-on exercises. Participants work with pump data, learning how to collect and prepare data, configure the environment and build models capable of detecting anomalies and potential failures.

The goal is to show how Machine Learning can move beyond theory and become a practical tool for identifying early warning signs of equipment failure, helping maintenance teams reduce unplanned downtime and make better use of production data.

The first participants have already completed the training, and 14 people have signed up for the next edition.

👉 Details and registration:  https://kursy.controlbyte.pl/kursy/predykcyjne-utrzymanie-ruchu-i-analiza-danych-python-dla-przemyslu/

The course was developed in collaboration with ControlByte, combining expertise in Machine Learning and industrial maintenance.

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