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Streaming Big Data with Spark Streaming and Scala - Hands On

Streaming Big Data with Spark Streaming and Scala - Hands On

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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