Learning Apache Spark 2 - Couverture souple

Abbasi, Asif

Couverture souple

ISBN 10 : 1785885138 ISBN 13 : 9781785885136

Editeur : Packt Publishing, 2017

Synopsis

Key Features

• Exclusive guide that covers how to get up and running with fast data processing using Apache Spark
• Explore and exploit various possibilities with Apache Spark using real-world use cases in this book
• Want to perform efficient data processing at real time? This book will be your one-stop solution.

Book Description

Spark juggernaut keeps on rolling and getting more and more momentum each day. Spark provides key capabilities in the form of Spark SQL, Spark Streaming, Spark ML and Graph X all accessible via Java, Scala, Python and R. Deploying the key capabilities is crucial whether it is on a Standalone framework or as a part of existing Hadoop installation and configuring with Yarn and Mesos.

The next part of the journey after installation is using key components, APIs, Clustering, machine learning APIs, data pipelines, parallel programming. It is important to understand why each framework component is key, how widely it is being used, its stability and pertinent use cases.

Once we understand the individual components, we will take a couple of real life advanced analytics examples such as ‘Building a Recommendation system', ‘Predicting customer churn' and so on.

The objective of these real life examples is to give the reader confidence of using Spark for real-world problems.

What you will learn

• Get an overview of big data analytics and its importance for organizations and data professionals
• Delve into Spark to see how it is different from existing processing platforms
• Understand the intricacies of various file formats, and how to process them with Apache Spark.
• Realize how to deploy Spark with YARN, MESOS

A propos du livre

Présentation de l'éditeur

Key Features

• Exclusive guide that covers how to get up and running with fast data processing using Apache Spark
• Explore and exploit various possibilities with Apache Spark using real-world use cases in this book
• Want to perform efficient data processing at real time? This book will be your one-stop solution.

Book Description

Spark juggernaut keeps on rolling and getting more and more momentum each day. Spark provides key capabilities in the form of Spark SQL, Spark Streaming, Spark ML and Graph X all accessible via Java, Scala, Python and R. Deploying the key capabilities is crucial whether it is on a Standalone framework or as a part of existing Hadoop installation and configuring with Yarn and Mesos.

The next part of the journey after installation is using key components, APIs, Clustering, machine learning APIs, data pipelines, parallel programming. It is important to understand why each framework component is key, how widely it is being used, its stability and pertinent use cases.

Once we understand the individual components, we will take a couple of real life advanced analytics examples such as ‘Building a Recommendation system', ‘Predicting customer churn' and so on.

The objective of these real life examples is to give the reader confidence of using Spark for real-world problems.

What you will learn

• Get an overview of big data analytics and its importance for organizations and data professionals
• Delve into Spark to see how it is different from existing processing platforms
• Understand the intricacies of various file formats, and how to process them with Apache Spark.
• Realize how to deploy Spark with YARN, MESOS

Biographie de l'auteur

Muhammad Asif Abbasi

Muhammad Asif Abbasi has worked in the industry for over 15 years in a variety of roles from engineering solutions to selling solutions and everything in between. Asif is currently working with SAS a market leader in Analytic Solutions as a Principal Business Solutions Manager for the Global Technologies Practice. Based in London, Asif has vast experience in consulting for major organizations and industries across the globe, and running proof-of-concepts across various industries including but not limited to telecommunications, manufacturing, retail, finance, services, utilities and government. Asif is an Oracle Certified Java EE 5 Enterprise architect, Teradata Certified Master, PMP, Hortonworks Hadoop Certified developer, and administrator. Asif also holds a Master's degree in Computer Science and Business Administration.

Détails de l'édition

• Éditeur: Packt Publishing
• Date d'édition: 2017
• Langue: anglais
• ISBN 10: 1785885138
• ISBN 13: 9781785885136
• Reliure: Broché
• Nombre de pages: 356
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible