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25 Big Data Terms You Must Know To Impress Your Date (Or whoever you want to) - Data Science Central

End-to-End Streaming ML Recommendation Pipeline Spark 2.0, Kafka, TensorFlow Tickets, Sat, Jul 30, 2016 at 9:00 AM | Eventbrite

End-to-End Streaming ML Recommendation Pipeline Spark Kafka, TensorFlow Tickets, Sat, Jul 2016 at AM

In this blog, we will show how Spark SQL's APIs can be leveraged to consume and transform complex data streams from Apache Kafka. Using these simple APIs, you can express complex transformations like exactly-once event-time aggregation and output the results to a variety of systems.

Processing Data in Apache Kafka with Structured Streaming in Apache Spark

Big Data Architecture

Here is the typical “Big” data architecture, that covers most components involved in the data pipeline. More or less, we have the same architecture in production in number of places (with some vary…