Building a Predictive Maintenance Model with Python and Scikit-learn
In modern industrial and software operations, the shift from reactive ("fix it when it breaks") and preventive ("fix it every $N$ hours") maintenance to predictive maintenance (PdM) represents a significant competitive advantage. PdM leverages data analysis and machine learning to detect anomalies in operation and predict