Apache Beam is an open source SDK for data pipelines, with an unified model for batch and streaming pipelines. The SDK is multi-runner and portable: you may run your pipeline on Apache Spark, Apache Flink, Cloud Dataflow and other runners. In this talk, we will cover the main features of Beam for streaming analytics pipelines, with some examples of the capabilities to apply complex time-based logics to streams of data.