Real-Time Analytics: Techniques to Analyze and Visualize Streaming Data (Paperback)

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)

建立一個強大的端到端解決方案,用於分析和可視化流式數據。

即時分析是當今數據分析中最熱門的話題。在《即時分析:分析和可視化流式數據的技術》中,專家拜倫·埃利斯教授數據分析師建立有效的即時分析平台的技術。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量分析平台。

作者是該領域中僅有的幾位領先專家之一。他在研究、開發、分析、即時可視化和大數據流式處理方面具有傑出的背景,獨特地有資格幫助您探索這個革命性的領域。從對即時分析整體架構的描述到使用特定工具獲取目標結果,《即時分析》利用開源和現代商業工具構建強大、高效的系統,以成本效益的方式提供即時分析。本書包括:

- 對流式數據系統和架構的深入討論
- 分析、存儲和傳遞流式數據的指南
- 聚合數據和處理集合的技巧
- 數據倉儲選項和技術的信息

《即時分析》還包括網站分析、大數據、可視化流式和移動數據以及挖掘和可視化操作數據流的深入案例研究。本書的“食譜”布局讓讀者能夠快速學習和實施不同的技術。書中提供的所有代碼示例及其相關數據集都可以在附帶網站上找到。