Download Spark: The Definitive Guide: Big Data PDF Free ePUB

Spark: The Definitive Guide: Big Data Processing Made Simple image

Overview

Review

Comments

Download PDF

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation

Details e-book Spark

🗸 Author(s): Bill Chambers
🗸 Title: Spark: The Definitive Guide: Big Data Processing Made Simple
🗸 Rating : 4.5 from 5 stars (335 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about Spark by Bill Chambers

Kendyll Howe
Explore the wonders of the natural world with this captivating exploration of wildlife and ecosystems. From the depths of the ocean to the heights of the mountains, the author takes readers on a journey through some of the planet's most extraordinary habitats. With its stunning photography and fascinating insights, this book is a feast for the eyes and the mind.

Ella Carr
Dive into a gripping thriller that takes readers on a pulse-pounding journey through the criminal underworld. Set in a gritty urban landscape, the story follows a determined detective as he races against time to catch a ruthless serial killer. With its twisty plot and nail-biting suspense, this book is guaranteed to keep readers on the edge of their seats.

Ethelda Dixon
Delve into the pages of this thought-provoking philosophical treatise, where the author grapples with some of life's most profound questions. From the nature of existence to the meaning of morality, each chapter offers a fresh perspective on the human condition. With its rigorous logic and elegant prose, this book is sure to spark lively debate and introspection.