Real-time streaming predictions using Google Cloud Dataflow and Google Cloud Machine Learning

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Real-time streaming predictions using Google Cloud Dataflow and Google Cloud Machine Learning Google Cloud Dataflow is probably already embedded somewhere in your daily life, and enables companies to process huge amounts of data in real-time. But imagine that you could combine this - in real-time as well - with the prediction power of neural networks. This is exactly what we will talk about in our latest blogpost! It all started with some fiddling around with Apache Beam, an incubating Apache project that provides a programming model that handles both batch and stream processing jobs. We wanted to test the streaming capabilities running a pipeline on Google Cloud Dataflow, a Google managed service to run such pipelines.