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Learning Apache Spark 2. A beginner’s guide to real-time Big Data processing using the Apache Spark framework

(ebook) (audiobook) (audiobook) Książka w języku 1
Learning Apache Spark 2. A beginner’s guide to real-time Big Data processing using the Apache Spark framework Muhammad Asif Abbasi - okladka książki

Learning Apache Spark 2. A beginner’s guide to real-time Big Data processing using the Apache Spark framework Muhammad Asif Abbasi - okladka książki

Learning Apache Spark 2. A beginner’s guide to real-time Big Data processing using the Apache Spark framework Muhammad Asif Abbasi - audiobook MP3

Learning Apache Spark 2. A beginner’s guide to real-time Big Data processing using the Apache Spark framework Muhammad Asif Abbasi - audiobook CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
356
Dostępne formaty:
     PDF
     ePub
     Mobi
Apache Spark has seen an unprecedented growth in terms of its adoption over the last few years, mainly because of its speed, diversity and real-time data processing capabilities. It has quickly become the preferred choice of tool for many Big Data professionals looking to find quick insights from large chunks of data. This book introduces you to the Apache Spark framework, and familiarizes you with all the latest features and capabilities introduced in Spark 2.
Starting with a detailed introduction to Spark’s architecture and the installation procedure, this book covers everything you need to know about the Spark framework in the most practical manner. You will learn how to perform the basic ETL activities using Spark, and work with different components of Spark such as Spark SQL, as well as the Dataset and DataFrame APIs for manipulating your data. Then, you will perform machine learning using Spark MLlib, as well as perform streaming analytics and graph processing using the Spark Streaming and GraphX modules respectively. The book also gives special emphasis on deploying your Spark models, and how they can be operated in a clustered mode.
During the course of the book, you will come across implementations of different real-world use-cases and examples, giving you the hands-on knowledge you need to use Apache Spark in the best possible manner.

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O autorze książki

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.

Packt Publishing - inne książki

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