Big Data Processing with Apache Spark: Efficiently tackle large datasets and big data analysis with Spark and Python

Langue : anglais

Edité par Packt Publishing Limited, 2018

1789808812 / 9781789808810

Vendeur : World of Books Inc, Montgomery, IL, Etats-UnisWorld of Books Inc

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A propos de cet article

No need to spend hours ploughing through endless data ? let Spark, one of the fastest big data processing engines available, do the hard work for you. Key Features Get up and running with Apache Spark and Python Integrate Spark with AWS for real-time analytics Apply processed data streams to machine learning APIs of Apache Spark Book DescriptionProcessing big data in real time is challenging due to scalability, information consistency, and fault-tolerance. This book teaches you how to use Spark to make your overall analytical workflow faster and more efficient. You'll explore all core concepts and tools within the Spark ecosystem, such as Spark Streaming, the Spark Streaming API, machine learning extension, and structured streaming. You'll begin by learning data processing fundamentals using Resilient Distributed Datasets (RDDs), SQL, Datasets, and Dataframes APIs. After grasping these fundamentals, you'll move on to using Spark Streaming APIs to consume data in real time from TCP sockets, and integrate Amazon Web Services (AWS) for stream consumption. By the end of this book, you?ll not only have understood how to use machine learning extensions and structured streams but you?ll also be able to apply Spark in your own upcoming big data projects.What you will learn Write your own Python programs that can interact with Spark Implement data stream consumption using Apache Spark Recognize common operations in Spark to process known data streams Integrate Spark streaming with Amazon Web Services (AWS) Create a collaborative filtering model with the movielens dataset Apply processed data streams to Spark machine learning APIs Who this book is forData Processing with Apache Spark is for you if you are a software engineer, architect, or IT professional who wants to explore distributed systems and big data analytics. Although you don?t need any knowledge of Spark, prior experience of working with Python is recommended.…

N° de réf. du vendeur CIN1789808812G

Titre
Big Data Processing with Apache Spark: Efficiently tackle large datasets and big data analysis with Spark and Python
Auteur
Manuel Ignacio Franco Galeano
Éditeur
Packt Publishing Limited
Année de publication
2018
État de l'article
Good
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
1789808812
ISBN à 13 chiffres
9781789808810

World of Books Inc

Montgomery, IL, Etats-Unis

Vendeur avec une évaluation de 4 étoiles

Vendeur AbeBooks depuis 23 mars 2026

Frais d'expédition à l'intérieur de ce pays : Etats-Unis

Article4 à 12 jours ouvrés3 à 6 jours ouvrés
Premier articleEUR 0,00EUR 9,75
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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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