Frank Kane's Taming Big Data with Apache Spark and Python

Frank Kane's Taming Big Data with Apache Spark and Python
Author :
Publisher : Packt Publishing Ltd
Total Pages : 289
Release :
ISBN-10 : 9781787288300
ISBN-13 : 1787288307
Rating : 4/5 (307 Downloads)

Book Synopsis Frank Kane's Taming Big Data with Apache Spark and Python by : Frank Kane

Download or read book Frank Kane's Taming Big Data with Apache Spark and Python written by Frank Kane and published by Packt Publishing Ltd. This book was released on 2017-06-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster. About This Book Understand how Spark can be distributed across computing clusters Develop and run Spark jobs efficiently using Python A hands-on tutorial by Frank Kane with over 15 real-world examples teaching you Big Data processing with Spark Who This Book Is For If you are a data scientist or data analyst who wants to learn Big Data processing using Apache Spark and Python, this book is for you. If you have some programming experience in Python, and want to learn how to process large amounts of data using Apache Spark, Frank Kane's Taming Big Data with Apache Spark and Python will also help you. What You Will Learn Find out how you can identify Big Data problems as Spark problems Install and run Apache Spark on your computer or on a cluster Analyze large data sets across many CPUs using Spark's Resilient Distributed Datasets Implement machine learning on Spark using the MLlib library Process continuous streams of data in real time using the Spark streaming module Perform complex network analysis using Spark's GraphX library Use Amazon's Elastic MapReduce service to run your Spark jobs on a cluster In Detail Frank Kane's Taming Big Data with Apache Spark and Python is your companion to learning Apache Spark in a hands-on manner. Frank will start you off by teaching you how to set up Spark on a single system or on a cluster, and you'll soon move on to analyzing large data sets using Spark RDD, and developing and running effective Spark jobs quickly using Python. Apache Spark has emerged as the next big thing in the Big Data domain – quickly rising from an ascending technology to an established superstar in just a matter of years. Spark allows you to quickly extract actionable insights from large amounts of data, on a real-time basis, making it an essential tool in many modern businesses. Frank has packed this book with over 15 interactive, fun-filled examples relevant to the real world, and he will empower you to understand the Spark ecosystem and implement production-grade real-time Spark projects with ease. Style and approach Frank Kane's Taming Big Data with Apache Spark and Python is a hands-on tutorial with over 15 real-world examples carefully explained by Frank in a step-by-step manner. The examples vary in complexity, and you can move through them at your own pace.


Frank Kane's Taming Big Data with Apache Spark and Python Related Books

Frank Kane's Taming Big Data with Apache Spark and Python
Language: en
Pages: 289
Authors: Frank Kane
Categories: Computers
Type: BOOK - Published: 2017-06-30 - Publisher: Packt Publishing Ltd

GET EBOOK

Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand an
Buyology
Language: en
Pages: 274
Authors: Martin Lindstrom
Categories: Business & Economics
Type: BOOK - Published: 2010-02-02 - Publisher: Crown Currency

GET EBOOK

NEW YORK TIMES BESTSELLER • “A fascinating look at how consumers perceive logos, ads, commercials, brands, and products.”—Time How much do we know about
Scala Programming for Big Data Analytics
Language: en
Pages: 315
Authors: Irfan Elahi
Categories: Business & Economics
Type: BOOK - Published: 2019-07-05 - Publisher: Apress

GET EBOOK

Gain the key language concepts and programming techniques of Scala in the context of big data analytics and Apache Spark. The book begins by introducing you to
Learning PySpark
Language: en
Pages: 273
Authors: Tomasz Drabas
Categories: Computers
Type: BOOK - Published: 2017-02-27 - Publisher: Packt Publishing Ltd

GET EBOOK

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0 About This Book Learn why and how you can effici
Data Analytics with Spark Using Python
Language: en
Pages: 772
Authors: Jeffrey Aven
Categories: Computers
Type: BOOK - Published: 2018-06-18 - Publisher: Addison-Wesley Professional

GET EBOOK

Solve Data Analytics Problems with Spark, PySpark, and Related Open Source Tools Spark is at the heart of today’s Big Data revolution, helping data profession