BOOKS - High Performance Spark
High Performance Spark - Holden Karau and Anya Bida 2023 PDF  BOOKS
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High Performance Spark
Author: Holden Karau and Anya Bida
Year: 2023
Format: PDF
File size: PDF 1.3 MB
Language: English



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The book describes how data processing has evolved over time and how it will continue to evolve in the future. It also discusses the importance of understanding this evolution and its impact on our lives. Book Description: "High-Performance Spark" is a comprehensive guide to the latest advances in big data processing, providing insights into the current state of the field and offering practical advice on how to leverage these developments to improve your own work. The authors, three leading experts in the field, provide an in-depth look at the current state of big data processing, including the challenges and opportunities that come with it. They explore the history of data processing, from its early beginnings to the present day, highlighting key milestones and breakthroughs along the way. They also examine the current trends and technologies shaping the industry today, such as machine learning, artificial intelligence, and cloud computing. The book covers a wide range of topics, including data storage and retrieval, data processing algorithms, data visualization, and more. It provides readers with a solid foundation for understanding the complex world of big data processing and offers practical advice on how to apply these concepts in their own work.
В книге описывается, как обработка данных развивалась с течением времени и как она будет развиваться в будущем. В нем также обсуждается важность понимания этой эволюции и ее влияния на нашу жизнь. «High-Performance Spark» - это всеобъемлющее руководство по последним достижениям в области обработки больших данных, дающее представление о текущем состоянии отрасли и предлагающее практические советы о том, как использовать эти разработки для улучшения собственной работы. Авторы, три ведущих эксперта в этой области, дают углубленный взгляд на текущее состояние обработки больших данных, включая вызовы и возможности, которые с ним связаны. Они изучают историю обработки данных, от ее раннего начала до наших дней, выделяя ключевые вехи и прорывы на этом пути. Они также изучают современные тенденции и технологии, формирующие индустрию сегодня, такие как машинное обучение, искусственный интеллект и облачные вычисления. Книга охватывает широкий круг тем, включая хранение и извлечение данных, алгоритмы обработки данных, визуализацию данных и многое другое. Он предоставляет читателям прочную основу для понимания сложного мира обработки больших данных и предлагает практические советы о том, как применять эти понятия в собственной работе.
livre décrit comment le traitement des données a évolué au fil du temps et comment il se développera à l'avenir. Il traite également de l'importance de comprendre cette évolution et son impact sur nos vies. « High-Performance Spark » est un guide complet des dernières avancées en matière de traitement Big Data, qui donne un aperçu de l'état actuel de l'industrie et offre des conseils pratiques sur la façon d'utiliser ces développements pour améliorer votre propre travail. s auteurs, trois experts de premier plan dans ce domaine, donnent un aperçu approfondi de l'état actuel du traitement des données volumineuses, y compris les défis et les possibilités qui y sont associés. Ils explorent l'historique du traitement des données, depuis ses débuts jusqu'à nos jours, en soulignant les étapes clés et les percées sur cette voie. Ils étudient également les tendances et les technologies actuelles qui façonnent l'industrie aujourd'hui, comme l'apprentissage automatique, l'intelligence artificielle et le cloud computing. livre couvre un large éventail de sujets, y compris le stockage et l'extraction des données, les algorithmes de traitement des données, la visualisation des données et bien plus encore. Il fournit aux lecteurs une base solide pour comprendre le monde complexe du traitement des données volumineuses et fournit des conseils pratiques sur la façon d'appliquer ces concepts dans leur propre travail.
libro describe cómo el procesamiento de datos ha evolucionado con el tiempo y cómo evolucionará en el futuro. También discute la importancia de entender esta evolución y su impacto en nuestras vidas. «High-Performance Spark» es una guía completa sobre los últimos avances en el procesamiento de big data, que proporciona una visión del estado actual de la industria y ofrece consejos prácticos sobre cómo utilizar estos desarrollos para mejorar su propio trabajo. autores, tres de los principales expertos en este campo, ofrecen una visión en profundidad del estado actual del procesamiento de big data, incluyendo los desafíos y oportunidades que se relacionan con él. Estudian la historia del procesamiento de datos, desde su inicio temprano hasta la actualidad, destacando los hitos y avances clave en el camino. También estudian las tendencias y tecnologías actuales que forman la industria en la actualidad, como el aprendizaje automático, la inteligencia artificial y la computación en la nube. libro cubre una amplia gama de temas, incluyendo almacenamiento y recuperación de datos, algoritmos de procesamiento de datos, visualización de datos y más. Proporciona a los lectores una base sólida para comprender el complejo mundo del procesamiento de big data y ofrece consejos prácticos sobre cómo aplicar estos conceptos en su propio trabajo.
Il libro descrive come il trattamento dei dati si è evoluto nel corso del tempo e come evolverà in futuro. discute anche dell'importanza di comprendere questa evoluzione e del suo impatto sulle nostre vite. «High-Performance Spark» è una guida completa agli ultimi progressi nel settore dei big data, che fornisce una panoramica dello stato attuale del settore e suggerisce suggerimenti pratici su come utilizzare questi sviluppi per migliorare il proprio lavoro. Gli autori, tre esperti leader in questo campo, forniscono una visione approfondita dello stato attuale di elaborazione dei big data, comprese le sfide e le opportunità a cui è associato. Stanno studiando la storia dell'elaborazione dei dati, dall'inizio precoce ai giorni nostri, evidenziando le fasi cardine e le tappe del percorso. Studiano anche le tendenze e le tecnologie attuali che formano l'industria, come l'apprendimento automatico, l'intelligenza artificiale e il cloud computing. Il libro comprende una vasta gamma di argomenti, tra cui conservazione e recupero dei dati, algoritmi di elaborazione dei dati, visualizzazione dei dati e altro ancora. Offre ai lettori una base solida per comprendere il complesso mondo dei big data e offre consigli pratici su come applicare questi concetti al proprio lavoro.
Das Buch beschreibt, wie sich die Datenverarbeitung im Laufe der Zeit entwickelt hat und wie sie sich in Zukunft entwickeln wird. Es geht auch darum, wie wichtig es ist, diese Evolution und ihre Auswirkungen auf unser ben zu verstehen. „High-Performance Spark“ ist ein umfassender itfaden zu den neuesten Entwicklungen in der Big-Data-Verarbeitung, der einen Einblick in den aktuellen Stand der Branche gibt und praktische Tipps gibt, wie man diese Entwicklungen nutzen kann, um die eigene Arbeit zu verbessern. Die Autoren, drei führende Experten auf diesem Gebiet, geben einen vertieften Einblick in den aktuellen Stand der Big-Data-Verarbeitung, einschließlich der damit verbundenen Herausforderungen und Chancen. e untersuchen die Geschichte der Datenverarbeitung, von ihren frühen Anfängen bis heute, und heben wichtige Meilensteine und Durchbrüche auf diesem Weg hervor. e untersuchen auch aktuelle Trends und Technologien, die die Branche heute prägen, wie maschinelles rnen, künstliche Intelligenz und Cloud Computing. Das Buch deckt eine breite Palette von Themen ab, darunter Datenspeicherung und -extraktion, Datenverarbeitungsalgorithmen, Datenvisualisierung und mehr. Es bietet den sern eine solide Grundlage, um die komplexe Welt der Big Data-Verarbeitung zu verstehen, und bietet praktische Tipps, wie sie diese Konzepte in ihrer eigenen Arbeit anwenden können.
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Kitap, veri işlemenin zaman içinde nasıl geliştiğini ve gelecekte nasıl gelişeceğini açıklamaktadır. Ayrıca, bu evrimi ve yaşamlarımız üzerindeki etkisini anlamanın önemini tartışıyor. "Yüksek Performanslı Kıvılcım", büyük veri işlemedeki en son gelişmelere yönelik kapsamlı bir kılavuzdur, endüstrinin mevcut durumu hakkında fikir verir ve bu gelişmeleri kendi çalışmalarınızı geliştirmek için nasıl kullanacağınız konusunda pratik tavsiyeler sunar. Alanında önde gelen üç uzman olan yazarlar, büyük veri işlemenin mevcut durumuna, beraberinde gelen zorluklar ve fırsatlar da dahil olmak üzere derinlemesine bir bakış sunuyor. Veri işlemenin tarihini, ilk başlangıcından günümüze kadar inceliyorlar ve yol boyunca önemli kilometre taşlarını ve atılımları vurguluyorlar. Ayrıca, günümüzde makine öğrenimi, yapay zeka ve bulut bilişim gibi endüstriyi şekillendiren mevcut eğilimleri ve teknolojileri de inceliyorlar. Kitap, veri depolama ve alma, veri işleme algoritmaları, veri görselleştirme ve daha fazlası dahil olmak üzere çok çeşitli konuları kapsamaktadır. Okuyuculara büyük veri işlemenin karmaşık dünyasını anlamak için sağlam bir temel sağlar ve bu kavramları kendi çalışmalarında nasıl uygulayacakları konusunda pratik tavsiyeler sunar.
本書描述了數據處理是如何隨著時間的推移而演變的,以及它將來將如何演變。它還討論了了解這種進化及其對我們生活的影響的重要性。「High-Performance Spark」是有關大數據處理最新進展的全面指南,可深入了解行業當前狀況,並提供有關如何利用這些發展來改善自身工作的實用建議。作者是該領域的三位主要專家,他們深入了解了大數據處理的當前狀態,包括與之相關的挑戰和機會。他們研究數據處理的歷史,從早期開始到今天,突出關鍵的裏程碑和突破。他們還研究了當今行業發展的現代趨勢和技術,例如機器學習,人工智能和雲計算。該書涵蓋了廣泛的主題,包括數據存儲和檢索,數據處理算法,數據可視化等。它為讀者提供了了解復雜的大數據處理世界的堅實基礎,並就如何在自己的工作中應用這些概念提供了實用的建議。

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