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The Complete Apache Spark Collection [Tutorials and Articles]

DZone 's Guide to

The Complete Apache Spark Collection [Tutorials and Articles]

We've compiled our best tutorials and articles on one of the most popular analytics engines for data processing, Apache Spark.

· Big Data Zone ·
Free Resource

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In this edition of "Best of DZone," we've compiled our best tutorials and articles on one of the most popular analytics engines for data processing, Apache Spark. Whether you're a beginner or are a long-time user, but have run into inevitable bottlenecks, we've got your back!

Before we begin, we'd like need to thank those who were a part of this article. DZone has and continues to be a community powered by contributors like you who are eager and passionate to share what they know with the rest of the world. 

Let's get started!

Getting Started

Installation

Theory

Enhanced Pipeline

Spark vs Kafka vs Flink

Streaming and Structured Streaming

Streaming in Apache Spark

Spark Clusters

Databases, RDDs, and DataFrames

Performance Optimization

PySpark Tutorials

Scala and Spark

Machine learning workflow with SparkSpark and Machine Learning

No One Puts Baby in a Container

Miscellaneous

Be a Part of the Conversation!

Think we missed something? Want to contribute? Let us know in the comments below... or, join the conversation by becoming a member of our community of thousands of developers eager to share their knowledge and passion for programming with others.


Further Reading

Topics:
big data ,APACHE SPARK ,HDFS ,HADOOP ,map reduce ,kafka ,flink ,streaming ,MACHINE LEARNING ,bottlenecks

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