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Spark Streaming

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May 1, 2024 Updated May 11, 2025 17 minute read

An Introduction to Spark Streaming for Aspiring Data Professionals

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Reading list

We've selected four books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Spark Streaming.
Provides a comprehensive overview of Spark Streaming, covering its architecture, programming models, and advanced techniques. It is ideal for developers and data engineers who want to build real-time data processing applications using Spark Streaming.
Provides a deep dive into the internals of Apache Spark, including its performance characteristics and optimization techniques. It covers Spark Streaming as one of the core components of Spark.
Provides a comprehensive overview of machine learning techniques using Apache Spark. It covers Spark Streaming as one of the core components of Spark.
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