Using Amazon Machine Learning to Predict the Weather

Network Technology

Amazon recently launched their Machine Learning service, so I thought I’d take it for a spin. Machine Learning (ML) is all about predicting future data based on patterns in existing data. As an experiment I wanted to see if machine learning would be able to predict the weather of tomorrow based on weather observations. Weather systems travel large distances on a time scale of hours and days, so recent weather observations from around the country can be used to predict the future weather of one specific site. Meteorological institutes do this every day by running complex weather models on hundreds of nodes in large HPC clusters. I don’t expect machine learning to produce quite as good results as those models do, but thought it would be fun to see how close ML could get.

Weather Map Weather forecast from yr.no, delivered by the Norwegian Meteorological Institute and the NRK

The Amazon Machine Learning service makes it easy to get…

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