Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Streaming Big Data with Spark Streaming, Scala, and Spark 3!
Streaming Big Data with Spark Streaming, Scala, and Spark 3!, Hands-on examples of processing massive streams of data - in real time, on a cluster - with Apache Spark Streaming.
  • Created by Sundog Education by Frank Kane, Frank Kane
  • English
  • English [Auto-generated], Italian [Auto-generated]


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What you'll learn
  • Process massive streams of real-time data using Spark Streaming
  • Integrate Spark Streaming with data sources, including Kafka, Flume, and Kinesis
  • Use Spark 2's Structured Streaming API
  • Create Spark applications using the Scala programming language
  • Output transformed real-time data to Cassandra or file systems
  • Integrate Spark Streaming with Spark SQL to query streaming data in real time
  • Train machine learning models with streaming data, and use those models for real-time predictions
  • Ingest Apache access log data and transform streams of it
  • Receive real-time streams of Twitter feeds
  • Maintain stateful data across a continuous stream of input data
  • Query streaming data across sliding windows of time

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