Data Analytics with Spark Using Python - Brossura

Aven, Jeffrey

 
9780134846019: Data Analytics with Spark Using Python
Brossura
ISBN 10: 013484601X ISBN 13: 9780134846019
Casa editrice: Addison-Wesley Professional, 2018

Sinossi

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 professionals supercharge efficiency and performance in a wide range of data processing and analytics tasks. In this guide, Big Data expert Jeffrey Aven covers all you need to know to leverage Spark, together with its extensions, subprojects, and wider ecosystem.

Aven combines a language-agnostic introduction to foundational Spark concepts with extensive programming examples utilizing the popular and intuitive PySpark development environment. This guide’s focus on Python makes it widely accessible to large audiences of data professionals, analysts, and developers—even those with little Hadoop or Spark experience.

Aven’s broad coverage ranges from basic to advanced Spark programming, and Spark SQL to machine learning. You’ll learn how to efficiently manage all forms of data with Spark: streaming, structured, semi-structured, and unstructured. Throughout, concise topic overviews quickly get you up to speed, and extensive hands-on exercises prepare you to solve real problems.

Coverage includes:
• Understand Spark’s evolving role in the Big Data and Hadoop ecosystems
• Create Spark clusters using various deployment modes
• Control and optimize the operation of Spark clusters and applications
• Master Spark Core RDD API programming techniques
• Extend, accelerate, and optimize Spark routines with advanced API platform constructs, including shared variables, RDD storage, and partitioning
• Efficiently integrate Spark with both SQL and nonrelational data stores
• Perform stream processing and messaging with Spark Streaming and Apache Kafka
• Implement predictive modeling with SparkR and Spark MLlib

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Jeffrey Aven is an independent Big Data, open source software and cloud computing professional based out of Melbourne, Australia. Jeffrey is a highly regarded consultant and instructor and has authored several other books including Teach Yourself Apache Spark in 24 Hours and Teach Yourself Hadoop in 24 Hours.

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Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Addison-Wesley Professional
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
013484601X
ISBN 13 
9780134846019
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
320
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9789353068455: Data Analytics With Spark Using Python

Edizione in evidenza

ISBN 10:  9353068452 ISBN 13:  9789353068455
Casa editrice: PEARSON INDIA, 2019
Brossura