Video demonstrate how floods can be predicted using Machine Learning.
Example shows a scenario - during flood situation stream gage gets broken.
Machine Learning can accurately predict water flow even if gage is broken.
Learn how "Water flow prediction is built using Cortana Intelligence Suite". It is named as SHEM Streamflow Hydrology Estimate using machine learning. It is built using Cortana Intelligence Suite experiment that creates a predictive model that can act as a proxy streamflow data when a stream gauge fails. And due to the machine learning capabilities, it can even make estimates of stream levels where there is no actual stream gauge present.