VBoekbestellingen gratis thuis bezorgd vanaf 15,- 

VGratis afhalen in de boekhandel

 VBinnen 14 dagen gratis retour bij ruim 100 boekhandels

Learning Spark SQL
ISBN
9781785887352
Uitgever
Packt Publishing
Verschenen
07-09-2017
Taal
Engels
Bladzijden
452 pp.
Bindwijze
ebook EPUB
  • Share
  • Share
  • Share
  • Share

Learning Spark SQL ebook: EPUB met Adobe-DRM

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL API About This BookLearn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.Learn data exploration, data munging, and how to process structured and semi-structured data using real-world datasets and gain hands-on exposure to the issues and challenges of working with noisy and "e;dirty"e; real-world data.Understand design considerations for scalability and performance in web-scale Spark application architectures.Who This Book Is ForIf you are a developer, engineer, or an architect and want to learn how to use Apache Spark in a web-scale project, then this is the book for you. It is assumed that you have prior knowledge of SQL querying. A basic programming knowledge with Scala, Java, R, or Python is all you need to get started with this book.What You Will LearnFamiliarize yourself with Spark SQL programming, including working with DataFrame/Dataset API and SQLPerform a series of hands-on exercises with different types of data sources, including CSV, JSON, Avro, MySQL, and MongoDBPerform data quality checks, data visualization, and basic statistical analysis tasksPerform data munging tasks on publically available datasetsLearn how to use Spark SQL and Apache Kafka to build streaming applicationsLearn key performance-tuning tips and tricks in Spark SQL applicationsLearn key architectural components and patterns in large-scale Spark SQL applicationsIn DetailIn the past year, Apache Spark has been increasingly adopted for the development of distributed applications. Spark SQL APIs provide an optimized interface that helps developers build such applications quickly and easily. However, designing web-scale production applications using Spark SQL APIs can be a complex task. Hence, understanding the design and implementation best practices before you start your project will help you avoid these problems.This book gives an insight into the engineering practices used to design and build real-world, Spark-based applications. The book's hands-on examples will give you the required confidence to work on any future projects you encounter in Spark SQL.It starts by familiarizing you with data exploration and data munging tasks using Spark SQL and Scala. Extensive code examples will help you understand the methods used to implement typical use-cases for various types of applications. You will get a walkthrough of the key concepts and terms that are common to streaming, machine learning, and graph applications. You will also learn key performance-tuning details including Cost Based Optimization (Spark 2.2) in Spark SQL applications. Finally, you will move on to learning how such systems are architected and deployed for a successful delivery of your project.Style and approachThis book is a hands-on guide to designing, building, and deploying Spark SQL-centric production applications at scale.
€49,42
Exemplaren:
Ebook

Prijs:
€ 49,42
Verkrijgbaar in
Online
Voorraad:
Levertijd:
Direct te downloaden
Dit is een digitaal leesproduct. Na betaling van de bestelling, kunt u een digitaal boek meteen op een computer of daarvoor geschikte ereader lezen. Door op "Afrekenen" te klikken ziet u af van uw herroepingsrecht en stemt u in met directe levering. U kunt een digitaal boek dus niet ruilen of annuleren.

Loading...

.
Waarom Libris
Boekbestellingen vanaf € 15,- GRATIS thuisbezorgd.
Kies uit meer dan een miljoen artikelen, waaronder ruim 25.000 Nederlandse ebooks.
Thuis bestellen en bezorgen of afhalen en betalen in de boekhandel.
Ruim 85.000 boeken op werkdagen voor 23.00 besteld, de volgende dag bezorgd
Volg uw bestelling via Track & Trace van PostNL
Bijna 100 aangesloten kwaliteitsboekhandels.
pro-mbookslibr1 : libris