L-DIH Talks

Episode 3 | Data Predictive maintenance

Tired of machine failures disrupting your production line? It’s time to switch from reactive to predictive!

28/03/2025

During our latest L-DIH Talks webinar, we explored how to implement data-driven predictive maintenance in industrial settings — using a real-world Bosch machine dataset available on GitHub.

Here’s what we covered:

  1. The core principles of data analytics applied to predicting machine failures
  2. Proven techniques and workflows used by leading industries to implement predictive maintenance
  3. An introduction to machine learning and deep learning frameworks tailored for this purpose
  4. A live demonstration of how to analyse machine data to detect anomalies, prevent failures, and optimise your maintenance schedules
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