Learning Kibana 5.0
暫譯: 學習 Kibana 5.0
Bahaaldine Azarmi
- 出版商: Packt Publishing
- 出版日期: 2017-02-17
- 售價: $1,840
- 貴賓價: 9.5 折 $1,748
- 語言: 英文
- 頁數: 284
- 裝訂: Paperback
- ISBN: 1786463008
- ISBN-13: 9781786463005
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相關分類:
大數據 Big-data、Data Science、Data-visualization
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相關翻譯:
Kibana 數據可視化 (Learning Kibana 5.0) (簡中版)
商品描述
Key Features
- Introduction to data-driven architecture and the Elastic stack
- Build effective dashboards for data visualization and explore datasets with Elastic Graph
- A comprehensive guide to learning scalable data visualization techniques in Kibana
Book Description
Kibana is an open source data visualization platform that allows you to interact with your data through stunning, powerful graphics. Its simple, browser-based interface enables you to quickly create and share dynamic dashboards that display changes to Elasticsearch queries in real time.
In this book, you ll learn how to use the Elastic stack on top of a data architecture to visualize data in real time. All data architectures have different requirements and expectations when it comes to visualizing the data, whether it s logging analytics, metrics, business analytics, graph analytics, or scaling them as per your business requirements. This book will help you master Elastic visualization tools and adapt them to the requirements of your project.
You will start by learning how to use the basic visualization features of Kibana 5. Then you will be shown how to implement a pure metric analytics architecture and visualize it using Timelion, a very recent and trendy feature of the Elastic stack. You will learn how to correlate data using the brand-new Graph visualization and build relationships between documents. Finally, you will be familiarized with the setup of a Kibana development environment so that you can build a custom Kibana plugin.
By the end of this book you will have all the information needed to take your Elastic stack skills to a new level of data visualization.
What you will learn
- How to create visualizations in Kibana
- Ingest log data, structure an Elasticsearch cluster, and create visualization assets in Kibana
- Embed Kibana visualization on web pages
- Scaffold, develop, and deploy new Kibana & Timelion customizations
- Build a metrics dashboard in Timelion based on time series data
- Use the Graph plugin visualization feature and leverage a graph query
- Create, implement, package, and deploy a new custom plugin
- Use Prelert to solve anomaly detection challenges
About the Author
Bahaaldine Azarmi, Baha for short, is a Solutions Architect at Elastic. Prior to this position, Baha co-founded reachfive, a marketing data-platform focused on user behavior and social analytics. Baha also worked for different software vendors such as, Talend or Oracle, where he held the positions of Solutions Architect and Architect. Before Learning Kibana 5.0, Baha authored books such as Scalable Big Data Architecture, by Apress and Talend for Big Data, by Packt Publishing. Baha is based in Paris and has a Master's Degree in computer science from Polytech'Paris.
Table of Contents
- Introduction to Data-Driven Architecture
- Installing and Setting Up Kibana 5.0
- Business Analytics with Kibana 5.0
- Logging Analytics with Kibana 5.0
- Metric Analytics with Metricbeat and Kibana 5.0
- Graph Exploration in Kibana
- Customizing Kibana 5.0 Timelion
- Anomaly Detection in Kibana 5.0
- Creating a Custom Plugin for Kibana 5.0
商品描述(中文翻譯)
**主要特點**
- 介紹數據驅動架構和 Elastic stack
- 建立有效的儀表板以進行數據可視化,並使用 Elastic Graph 探索數據集
- 全面指南,學習在 Kibana 中可擴展的數據可視化技術
**書籍描述**
Kibana 是一個開源數據可視化平台,允許您通過驚人的強大圖形與數據互動。其簡單的基於瀏覽器的介面使您能夠快速創建和分享動態儀表板,實時顯示對 Elasticsearch 查詢的變更。
在本書中,您將學習如何在數據架構上使用 Elastic stack 來實時可視化數據。所有數據架構在可視化數據時都有不同的需求和期望,無論是日誌分析、指標、商業分析、圖形分析,還是根據您的業務需求進行擴展。本書將幫助您掌握 Elastic 可視化工具,並將其調整為您項目的需求。
您將首先學習如何使用 Kibana 5 的基本可視化功能。然後,您將學習如何實現純指標分析架構,並使用 Timelion 這個 Elastic stack 的最新流行功能進行可視化。您將學習如何使用全新的 Graph 可視化來關聯數據並建立文檔之間的關係。最後,您將熟悉 Kibana 開發環境的設置,以便您可以構建自定義的 Kibana 插件。
在本書結束時,您將擁有提升 Elastic stack 技能至新數據可視化水平所需的所有信息。
**您將學到的內容**
- 如何在 Kibana 中創建可視化
- 輸入日誌數據,構建 Elasticsearch 集群,並在 Kibana 中創建可視化資產
- 在網頁中嵌入 Kibana 可視化
- 建立、開發和部署新的 Kibana 和 Timelion 自定義功能
- 基於時間序列數據在 Timelion 中構建指標儀表板
- 使用 Graph 插件可視化功能並利用圖形查詢
- 創建、實施、打包和部署新的自定義插件
- 使用 Prelert 解決異常檢測挑戰
**關於作者**
**Bahaaldine Azarmi**,簡稱 Baha,是 Elastic 的解決方案架構師。在此職位之前,Baha 共同創立了 reachfive,一個專注於用戶行為和社交分析的市場數據平台。Baha 也曾在不同的軟體供應商工作,如 Talend 和 Oracle,擔任解決方案架構師和架構師。在學習 Kibana 5.0 之前,Baha 曾撰寫過《Scalable Big Data Architecture》(由 Apress 出版)和《Talend for Big Data》(由 Packt Publishing 出版)等書籍。Baha 現居巴黎,擁有巴黎理工學院的計算機科學碩士學位。
**目錄**
1. 數據驅動架構介紹
2. 安裝和設置 Kibana 5.0
3. 使用 Kibana 5.0 進行商業分析
4. 使用 Kibana 5.0 進行日誌分析
5. 使用 Metricbeat 和 Kibana 5.0 進行指標分析
6. 在 Kibana 中進行圖形探索
7. 自定義 Kibana 5.0 Timelion
8. 在 Kibana 5.0 中進行異常檢測
9. 為 Kibana 5.0 創建自定義插件