Machine learning for predictive maintenance of infrastructure

Maintaining infrastructure can be a complex and expensive task. Predictive maintenance based on machine learning can help diagnose infrastructure failures or predict them before they happen. In this blog post, we show how a machine learning solution for predicting the failure of water pump equipment is built. We use data collected about water pumps in Tanzania by a platform called Taarifa,  …