7 posts tagged “Machine Learning”
How Maximo Predict uses machine learning to predict failure dates, estimate remaining useful life, and detect anomalies — with Cox Proportional Hazards, Weibull survival analysis, and watsonx.ai integration. Data requirements, model pipeline, and why data science skills are mandatory.
Posam LakshminarayanaMar 17, 2026Part 12 of 25
Implement built-in analytics, custom Python functions, anomaly detection with Isolation Forest and LSTM, and ML-powered predictive maintenance in Maximo Monitor.
The Maximo GuysFeb 19, 2026Part 5 of 8
The complete guide to model development in Maximo Predict. Model types, feature selection, training, validation, quality metrics, and what to do when your first model is terrible.
The Maximo Guys
Your predictive models are only as good as your data. Learn the 5 data types, 5 quality dimensions, and 5 deadly sins that determine Maximo Predict success.
The Maximo GuysFeb 19, 2026
Cut through the hype. Learn what IBM Maximo Predict actually does, how it fits into MAS, and why predictive maintenance is not the crystal ball vendors promise.
The Maximo GuysFeb 19, 2026Part 1 of 8
The definitive 8-part series on IBM Maximo Predict. From data foundations to enterprise governance, everything you need to deploy AI-powered predictive maintenance.
The Maximo GuysFeb 19, 2026Part 0 of 8
Five proven AI use cases for Maximo with ROI frameworks: work order intelligence, predictive maintenance, visual inspection, conversational AI, and data quality improvement.
The Maximo GuysFeb 6, 2026Part 10 of 12