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Streaming Big Data with Spark Streaming & Scala - Hands On!

Streaming Big Data with Spark Streaming & Scala - Hands On!

Streaming Big Data with Spark Streaming & Scala - Hands On!
Streaming Big Data with Spark Streaming & Scala - Hands On!, 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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