Real-Time Analytics: Techniques to Analyze and Visualize Streaming Data (Paperback)
暫譯: 即時分析:分析與視覺化串流數據的技術 (平裝本)

Byron Ellis

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商品描述

Construct a robust end-to-end solution for analyzing and visualizing streaming data

Real-time analytics is the hottest topic in data analytics today. In Real-Time Analytics: Techniques to Analyze and Visualize Streaming Data, expert Byron Ellis teaches data analysts technologies to build an effective real-time analytics platform. This platform can then be used to make sense of the constantly changing data that is beginning to outpace traditional batch-based analysis platforms.

The author is among a very few leading experts in the field. He has a prestigious background in research, development, analytics, real-time visualization, and Big Data streaming and is uniquely qualified to help you explore this revolutionary field. Moving from a description of the overall analytic architecture of real-time analytics to using specific tools to obtain targeted results, Real-Time Analytics leverages open source and modern commercial tools to construct robust, efficient systems that can provide real-time analysis in a cost-effective manner. The book includes:

  • A deep discussion of streaming data systems and architectures
  • Instructions for analyzing, storing, and delivering streaming data
  • Tips on aggregating data and working with sets
  • Information on data warehousing options and techniques

Real-Time Analytics includes in-depth case studies for website analytics, Big Data, visualizing streaming and mobile data, and mining and visualizing operational data flows. The book's "recipe" layout lets readers quickly learn and implement different techniques. All of the code examples presented in the book, along with their related data sets, are available on the companion website.

商品描述(中文翻譯)

構建一個穩健的端到端解決方案以分析和視覺化串流數據

即時分析是當今數據分析中最熱門的主題。在即時分析:分析和視覺化串流數據的技術中,專家Byron Ellis教導數據分析師如何構建有效的即時分析平台。這個平台可以用來理解不斷變化的數據,這些數據開始超越傳統的批次分析平台。

作者是該領域中少數幾位領先專家之一。他在研究、開發、分析、即時視覺化和大數據串流方面擁有卓越的背景,並且具備獨特的資格來幫助您探索這個革命性的領域。從即時分析的整體分析架構描述開始,到使用特定工具獲得目標結果,即時分析利用開源和現代商業工具構建穩健、高效的系統,能以具成本效益的方式提供即時分析。本書包括:


  • 對串流數據系統和架構的深入討論

  • 分析、存儲和交付串流數據的指導

  • 聚合數據和處理集合的技巧

  • 有關數據倉儲選項和技術的信息

即時分析包括網站分析、大數據、視覺化串流和移動數據,以及挖掘和視覺化操作數據流的深入案例研究。本書的「食譜」佈局讓讀者能快速學習和實施不同的技術。書中呈現的所有代碼示例及其相關數據集均可在伴隨網站上獲得。