Introduction to streaming for data scientists

As machine learning moves towards real-time, streaming technology is becoming increasingly important for data scientists. Like many people coming from a machine learning background, I used to dread streaming. In our recent survey, almost half of the data scientists we asked said they would like to move from batch prediction to online prediction but can���t because streaming is hard, both technically and operationally. Phrases that the streaming community take for granted like ���time-variant res...