Deep Learning For Real Time Streaming Data With Kafka And Tensorflow | YongTang - ODSC East 2019

In mission-critical real time applications, using machine learning to analyze streaming data are gaining momentum. In those applications Apache Kafka is the most widely used framework to process the data streams. It typically works with other machine learning frameworks for model inference and training purposes. In this talk, our focus is to discuss the KafkaDataset module in TensorFlow. KafkaDataset processes Kafka streaming data directly to TensorFlow’s graph. As a part of Tensorflow (in ``), t