Big Data and Analytics: The Key Concepts and Practical Applications of Big Data Analytics

Kumar, Jugnesh, Kumar, Anubhav, Kumar, Rinku

Big Data and Analytics: The Key Concepts and Practical Applications of Big Data Analytics
  • 出版商: BPB Publications
  • 出版日期: 2024-03-05
  • 售價: $1,670
  • 貴賓價: 9.5 折 $1,587
  • 語言: 英文
  • 頁數: 232
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9355516177
  • ISBN-13: 9789355516176
  • 相關分類: 大數據 Big-data、Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

Big data and analytics is an indispensable guide that navigates the complex data management and analysis. This comprehensive book covers the core principles, processes, and tools, ensuring readers grasp the essentials and progress to advanced applications. It will help you understand the different analysis types like descriptive, predictive, and prescriptive. Learn about NoSQL databases and their benefits over SQL. The book centers on Hadoop, explaining its features, versions, and main components like HDFS (storage) and MapReduce (processing). Explore MapReduce and YARN for efficient data processing. Gain insights into MongoDB and Hive, popular tools in the big data landscape.

商品描述(中文翻譯)

《大數據與分析》是一本不可或缺的指南，引導讀者在複雜的數據管理和分析領域中前進。這本全面的書籍涵蓋了核心原則、流程和工具，確保讀者掌握基本知識並進一步應用於高級應用。它將幫助您了解不同類型的分析，如描述性、預測性和規範性。了解NoSQL數據庫及其相對於SQL的優勢。本書重點介紹了Hadoop，解釋了其特點、版本以及主要組件，如HDFS（存儲）和MapReduce（處理）。探索MapReduce和YARN以實現高效的數據處理。深入了解大數據領域中流行的工具MongoDB和Hive。

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