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    Real-Time Big Data Analytics. Design, process, and analyze large sets of complex data in real time Sumit Gupta, Shilpi Saxena

    (ebook) (audiobook) (audiobook) Książka w języku 1
    Real-Time Big Data Analytics. Design, process, and analyze large sets of complex data in real time Sumit Gupta, Shilpi Saxena - okladka książki

    Real-Time Big Data Analytics. Design, process, and analyze large sets of complex data in real time Sumit Gupta, Shilpi Saxena - okladka książki

    Real-Time Big Data Analytics. Design, process, and analyze large sets of complex data in real time Sumit Gupta, Shilpi Saxena - audiobook MP3

    Real-Time Big Data Analytics. Design, process, and analyze large sets of complex data in real time Sumit Gupta, Shilpi Saxena - audiobook CD

    Autorzy:
    Sumit Gupta, Shilpi Saxena
    Wydawnictwo:
    Packt Publishing (Z chęcią przeczytam książkę w języku polskim)
    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    326
    Dostępne formaty:
         PDF
         ePub
         Mobi
    Enterprise has been striving hard to deal with the challenges of data arriving in real time or near real time.
    Although there are technologies such as Storm and Spark (and many more) that solve the challenges of real-time data, using the appropriate technology/framework for the right business use case is the key to success. This book provides you with the skills required to quickly design, implement and deploy your real-time analytics using real-world examples of big data use cases.

    From the beginning of the book, we will cover the basics of varied real-time data processing frameworks and technologies. We will discuss and explain the differences between batch and real-time processing in detail, and will also explore the techniques and programming concepts using Apache Storm.

    Moving on, we’ll familiarize you with “Amazon Kinesis” for real-time data processing on cloud. We will further develop your understanding of real-time analytics through a comprehensive review of Apache Spark along with the high-level architecture and the building blocks of a Spark program.
    You will learn how to transform your data, get an output from transformations, and persist your results using Spark RDDs, using an interface called Spark SQL to work with Spark.

    At the end of this book, we will introduce Spark Streaming, the streaming library of Spark, and will walk you through the emerging Lambda Architecture (LA), which provides a hybrid platform for big data processing by combining real-time and precomputed batch data to provide a near real-time view of incoming data.

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    O autorach książki

    Sumit Gupta is an analytics professional with more than 7 years' experience spanning across marketing, sales, and product analytics. As a consultant and trainer, he has utilized Tableau to build better data-driven teams for his organization. Sumit specializes in translating vast amounts of data into easy-to-understand dashboards which provide actionable intelligence. He is a Tableau Certified Associate and enjoys training data enthusiasts to become better Tableau developers and certified Tableau associates. This book is one such effort to reach masses.
    Shilpi Saxena is an IT professional and also a technology evangelist. She is an engineer who has had exposure to various domains (machine to machine space, healthcare, telecom, hiring, and manufacturing). She has experience in all the aspects of conception and execution of enterprise solutions. She has been architecting, managing, and delivering solutions in the Big Data space for the last 3 years; she also handles a high-performance and geographically-distributed team of elite engineers. Shilpi has more than 12 years (3 years in the Big Data space) of experience in the development and execution of various facets of enterprise solutions both in the products and services dimensions of the software industry. An engineer by degree and profession, she has worn varied hats, such as developer, technical leader, product owner, tech manager, and so on, and she has seen all the flavors that the industry has to offer. She has architected and worked through some of the pioneers' production implementations in Big Data on Storm and Impala with autoscaling in AWS. Shilpi has also authored Real-time Analytics with Storm and Cassandra (https://www.packtpub.com/big-data-and-business-intelligence/learning-real-time-analytics-storm-and-cassandra) with Packt Publishing.

    Sumit Gupta, Shilpi Saxena - pozostałe książki

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