By Jeffrey Aven
This book’s user-friendly, step by step process exhibits you the way to installation, application, optimize, deal with, combine, and expand Spark–now, and for years yet to come. You’ll realize the right way to create strong strategies encompassing cloud computing, real-time flow processing, laptop studying, and extra. each lesson builds on what you’ve already discovered, providing you with a rock-solid starting place for real-world luck.
Whether you're a information analyst, info engineer, facts scientist, or facts steward, studying Spark may help you to improve your occupation or embark on a brand new profession within the booming sector of huge Data.
Learn how to
• realize what Apache Spark does and the way it matches into the massive info landscape
• install and run Spark in the community or within the cloud
• engage with Spark from the shell
• utilize the Spark Cluster Architecture
• advance Spark purposes with Scala and practical Python
• software with the Spark API, together with changes and actions
• follow sensible information engineering/analysis ways designed for Spark
• Use Resilient dispensed Datasets (RDDs) for caching, endurance, and output
• Optimize Spark answer performance
• Use Spark with SQL (via Spark SQL) and with NoSQL (via Cassandra)
• Leverage state-of-the-art practical programming techniques
• expand Spark with streaming, R, and glowing Water
• begin construction Spark-based desktop studying and graph-processing applications
• discover complex messaging applied sciences, together with Kafka
• Preview and get ready for Spark’s subsequent iteration of innovations
Instructions stroll you thru universal questions, concerns, and initiatives; Q-and-As, Quizzes, and routines construct and attempt your wisdom; "Did You Know?" information provide insider recommendation and shortcuts; and "Watch Out!" indicators assist you stay away from pitfalls. by the point you are entire, you can be cozy utilizing Apache Spark to resolve a large spectrum of huge info problems.
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Apache Spark in 24 Hours, Sams Teach Yourself by Jeffrey Aven