Actionable Insights with Amazon QuickSight: Develop stunning data visualizations and machine learning-driven insights with Amazon QuickSight
暫譯: 使用 Amazon QuickSight 獲取可行見解:開發驚人的數據視覺化和機器學習驅動的見解
Manos Samatas
- 出版商: Packt Publishing
- 出版日期: 2022-01-28
- 售價: $2,000
- 貴賓價: 9.5 折 $1,900
- 語言: 英文
- 頁數: 242
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1801079293
- ISBN-13: 9781801079297
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相關分類:
Machine Learning、Data-visualization
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相關主題
商品描述
Key Features
- Understand how to set up Amazon QuickSight, manage data sources, and build and share dashboards
- Learn the advanced features of Amazon Quicksight to develop interactive and embedded dashboards
- Manage and monitor dashboards using the QuickSight API and other AWS services such as Amazon CloudTrail
Book Description
The adoption of cloud-native BI tools, like Amazon QuickSight, enables organizations to gather insights from data at scale. This book is a practical guide to performing simple-to-advanced tasks with Amazon QuickSight.
You'll begin by learning QuickSight's fundamental concepts and how to configure data sources. Next, you'll be introduced to the main analysis-building functionality of QuickSight to develop visuals and dashboards. The book will also demonstrate how to develop and share interactive dashboards with parameters and on-screen controls. Advanced filtering options with URL actions will then be covered, before learning how to set up alerts and scheduled reports. Later, you'll explore the Insights visual type in QuickSight using both existing insights and by building custom insights. Further chapters will show you how to add machine learning insights such as forecasting capabilities, analyzing time series data, adding narratives, and outlier detection to your dashboards. You'll also explore patterns to automate operations and look closer into the API actions that allow us to control settings. Finally, you'll learn advanced topics such as embedded dashboards and multitenancy.
By the end of this book, you'll be well-versed with QuickSight's BI and analytics functionalities that will help you create BI apps with ML capabilities.
What you will learn
- Understand the wider AWS analytics ecosystem and how QuickSight fits within it
- Set up and configure data sources with Amazon QuickSight
- Include custom controls and add interactivity to your BI application using parameters
- Add ML insights such as forecasting, anomaly detection, and narratives
- Explore patterns to automate operations using QuickSight APIs
- Create interactive dashboards and storytelling with Amazon QuickSight
- Design an embedded multi-tenant analytics architecture
- Focus on data permissions and how to manage Amazon QuickSight operations
Who this book is for
This book is for business intelligence (BI) developers and data analysts who are looking to create interactive dashboards using data from Lake House on AWS with Amazon QuickSight. This book will also be useful for anyone who wants to learn Amazon QuickSight in depth using practical examples. You will need to be familiar with general data visualization concepts, however, no prior experience with Amazon QuickSight is required.
商品描述(中文翻譯)
**主要特點**
- 了解如何設置 Amazon QuickSight、管理數據來源,以及建立和分享儀表板
- 學習 Amazon QuickSight 的進階功能,以開發互動式和嵌入式儀表板
- 使用 QuickSight API 和其他 AWS 服務(如 Amazon CloudTrail)來管理和監控儀表板
**書籍描述**
採用雲原生商業智慧(BI)工具,如 Amazon QuickSight,使組織能夠從數據中獲取大規模的洞察。本書是一本實用指南,幫助讀者使用 Amazon QuickSight 執行從簡單到進階的任務。
您將首先學習 QuickSight 的基本概念以及如何配置數據來源。接下來,您將了解 QuickSight 的主要分析構建功能,以開發視覺效果和儀表板。本書還將演示如何開發和分享具有參數和螢幕控制的互動式儀表板。然後將介紹帶有 URL 操作的進階過濾選項,接著學習如何設置警報和排程報告。稍後,您將探索 QuickSight 中的 Insights 視覺類型,使用現有的洞察和構建自定義洞察。後續章節將展示如何將機器學習洞察(如預測能力、時間序列數據分析、添加敘述和異常檢測)添加到您的儀表板中。您還將探索自動化操作的模式,並深入了解允許我們控制設置的 API 操作。最後,您將學習進階主題,如嵌入式儀表板和多租戶架構。
在本書結束時,您將熟悉 QuickSight 的 BI 和分析功能,這將幫助您創建具有機器學習能力的 BI 應用程式。
**您將學到的內容**
- 了解更廣泛的 AWS 分析生態系統,以及 QuickSight 在其中的角色
- 使用 Amazon QuickSight 設置和配置數據來源
- 包含自定義控制並使用參數為您的 BI 應用程式添加互動性
- 添加機器學習洞察,如預測、異常檢測和敘述
- 探索使用 QuickSight API 自動化操作的模式
- 使用 Amazon QuickSight 創建互動式儀表板和故事敘述
- 設計嵌入式多租戶分析架構
- 專注於數據權限以及如何管理 Amazon QuickSight 操作
**本書適合誰**
本書適合希望使用 AWS 上的 Lake House 數據創建互動式儀表板的商業智慧(BI)開發人員和數據分析師。本書對於任何希望深入學習 Amazon QuickSight 的人也將非常有用,並提供實用範例。不過,您需要熟悉一般的數據視覺化概念,但不需要具備 Amazon QuickSight 的先前經驗。
作者簡介
Manos Samatas is a Solutions Architect specializing in Big Data and Analytics. He has several years of experience developing and designing big data applications for various industries, including telecommunications, cybersecurity, healthcare, and public sector. He is an accredited AWS Subject Matter Expert (SME) in Analytics and he is certified with the AWS Data Analytics Specialty and the AWS Solutions Architect Professional certifications. Manos lives in London with his fiancé Gabriela. In his free time, he enjoys traveling, socializing with friends, and taking care of his plants.
作者簡介(中文翻譯)
Manos Samatas 是一位專注於大數據和分析的解決方案架構師。他在為各行各業開發和設計大數據應用方面擁有數年的經驗,包括電信、網絡安全、醫療保健和公共部門。他是 AWS 分析領域的認證主題專家 (SME),並持有 AWS 數據分析專業和 AWS 解決方案架構師專業的認證。Manos 與他的未婚妻 Gabriela 住在倫敦。在空閒時間,他喜歡旅行、與朋友社交以及照顧他的植物。
目錄大綱
- Introducing the AWS Analytics Ecosystem
- Introduction to Amazon QuickSight
- Preparing Data with Amazon QuickSight
- Developing Visuals and Dashboards
- Building Interactive Dashboards
- Working with ML Capabilities and Insights
- Understanding Embedded Analytics
- Understanding the QuickSight API
- Managing QuickSight Permissions and Usage
- Multitenancy in Amazon QuickSight
目錄大綱(中文翻譯)
- Introducing the AWS Analytics Ecosystem
- Introduction to Amazon QuickSight
- Preparing Data with Amazon QuickSight
- Developing Visuals and Dashboards
- Building Interactive Dashboards
- Working with ML Capabilities and Insights
- Understanding Embedded Analytics
- Understanding the QuickSight API
- Managing QuickSight Permissions and Usage
- Multitenancy in Amazon QuickSight