Mastering Kibana 6.x: Visualize your Elastic Stack data with histograms, maps, charts, and graphs
暫譯: 精通 Kibana 6.x:使用直方圖、地圖、圖表和圖形可視化您的 Elastic Stack 數據

Anurag Srivastava

  • 出版商: Packt Publishing
  • 出版日期: 2018-07-31
  • 售價: $1,840
  • 貴賓價: 9.5$1,748
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Paperback
  • ISBN: 1788831039
  • ISBN-13: 9781788831031
  • 海外代購書籍(需單獨結帳)

商品描述

Get to grips with Kibana and its advanced functions to create interactive visualizations and dashboards

Key Features

  • Explore visualizations and perform histograms, stats, and map analytics
  • Unleash X-Pack and Timelion, and learn alerting, monitoring, and reporting features
  • Manage dashboards with Beats and create machine learning jobs for faster analytics

Book Description

Kibana is one of the popular tools among data enthusiasts for slicing and dicing large datasets and uncovering Business Intelligence (BI) with the help of its rich and powerful visualizations.

To begin with, Mastering Kibana 6.x quickly introduces you to the features of Kibana 6.x, before teaching you how to create smart dashboards in no time. You will explore metric analytics and graph exploration, followed by understanding how to quickly customize Kibana dashboards. In addition to this, you will learn advanced analytics such as maps, hits, and list analytics. All this will help you enhance your skills in running and comparing multiple queries and filters, influencing your data visualization skills at scale.

With Kibana’s Timelion feature, you can analyze time series data with histograms and stats analytics. By the end of this book, you will have created a speedy machine learning job using X-Pack capabilities.

What you will learn

  • Create unique dashboards with various intuitive data visualizations
  • Visualize Timelion expressions with added histograms and stats analytics
  • Integrate X-Pack with your Elastic Stack in simple steps
  • Extract data from Elasticsearch for advanced analysis and anomaly detection using dashboards
  • Build dashboards from web applications for application logs
  • Create monitoring and alerting dashboards using Beats

Who this book is for

Mastering Kibana 6.x is for you if you are a big data engineer, DevOps engineer, or data scientist aspiring to go beyond data visualization at scale and gain maximum insights from their large datasets. Basic knowledge of Elasticstack will be an added advantage, although not mandatory.

Table of Contents

  1. Revising ELK Stack
  2. Customize Kibana Dashboards
  3. Explore your Data
  4. Visualize your Data
  5. Dashboard to showcase key performance indicators
  6. Handletime series data with timelion
  7. Interact with your data using Dev Tools
  8. Tweak your configuration with Kibana Management
  9. Understanding X-Pack features
  10. Machine Learning with Kibana
  11. Create super cool dashboard from a web application
  12. Create an informative dashboard using your application logs
  13. Create monitoring dashboard using Beats
  14. Best Practices

商品描述(中文翻譯)

掌握Kibana及其進階功能,以創建互動式視覺化和儀表板

主要特點


  • 探索視覺化並執行直方圖、統計和地圖分析

  • 釋放X-Pack和Timelion,學習警報、監控和報告功能

  • 使用Beats管理儀表板,並創建機器學習任務以加快分析速度

書籍描述

Kibana是數據愛好者中流行的工具之一,能夠切割和分析大型數據集,並利用其豐富而強大的視覺化功能揭示商業智慧(BI)。

首先,《Mastering Kibana 6.x》迅速介紹Kibana 6.x的功能,然後教你如何在短時間內創建智能儀表板。你將探索指標分析和圖形探索,接著了解如何快速自定義Kibana儀表板。此外,你還將學習進階分析,如地圖、點擊和列表分析。所有這些將幫助你提升運行和比較多個查詢及過濾器的技能,影響你的數據視覺化技能的擴展。

利用Kibana的Timelion功能,你可以使用直方圖和統計分析來分析時間序列數據。在本書結束時,你將使用X-Pack功能創建一個快速的機器學習任務。

你將學到什麼


  • 創建獨特的儀表板,使用各種直觀的數據視覺化

  • 使用附加的直方圖和統計分析可視化Timelion表達式

  • 以簡單步