Mastering Apache Spark 2.x - Second Edition: Scale your machine learning and deep learning systems with SparkML, DeepLearning4j and H2O - Couverture souple

Kienzler, Romeo

 
9781786462749: Mastering Apache Spark 2.x - Second Edition: Scale your machine learning and deep learning systems with SparkML, DeepLearning4j and H2O
Couverture souple
ISBN 10 : 1786462745 ISBN 13 : 9781786462749
Editeur : Packt Publishing, 2017

Synopsis

Advanced analytics on your Big Data with latest Apache Spark 2.x

About This Book

  • An advanced guide with a combination of instructions and practical examples to extend the most up-to date Spark functionalities.
  • Extend your data processing capabilities to process huge chunk of data in minimum time using advanced concepts in Spark.
  • Master the art of real-time processing with the help of Apache Spark 2.x

Who This Book Is For

If you are a developer with some experience with Spark and want to strengthen your knowledge of how to get around in the world of Spark, then this book is ideal for you. Basic knowledge of Linux, Hadoop and Spark is assumed. Reasonable knowledge of Scala is expected.

What You Will Learn

  • Examine Advanced Machine Learning and DeepLearning with MLlib, SparkML, SystemML, H2O and DeepLearning4J
  • Study highly optimised unified batch and real-time data processing using SparkSQL and Structured Streaming
  • Evaluate large-scale Graph Processing and Analysis using GraphX and GraphFrames
  • Apply Apache Spark in Elastic deployments using Jupyter and Zeppelin Notebooks, Docker, Kubernetes and the IBM Cloud
  • Understand internal details of cost based optimizers used in Catalyst, SystemML and GraphFrames
  • Learn how specific parameter settings affect overall performance of an Apache Spark cluster
  • Leverage Scala, R and python for your data science projects

In Detail

Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionalities such as graph processing, machine learning, stream processing, and SQL. This book aims to take your knowledge of Spark

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Packt Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
1786462745
ISBN 13 
9781786462749
Reliure
Broché
Nombre de pages
354
Coordonnées du fabricant
non disponible
Personne responsable
non disponible