Mastering Tableau 2023 - Fourth Edition: Implement advanced business intelligence techniques, analytics, and machine learning models with Tableau
暫譯: 精通 Tableau 2023 - 第四版:使用 Tableau 實現高級商業智慧技術、分析和機器學習模型

Meier, Marleen

  • 出版商: Packt Publishing
  • 出版日期: 2023-08-29
  • 售價: $1,900
  • 貴賓價: 9.5$1,805
  • 語言: 英文
  • 頁數: 684
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1803233761
  • ISBN-13: 9781803233765
  • 相關分類: Data-visualizationMachine Learning
  • 立即出貨 (庫存=1)

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商品描述

Build, design, and improve advanced business intelligence solutions using Tableau's newest updates, including new Tableau Desktop, Tableau Prep, and Tableau Server features

Purchase of the print or Kindle book includes a free PDF eBook


Key Features:


  • Master new Tableau 2023 features to solve real-world analytics challenges
  • Learn how to use both pre-defined and your own Machine Learning models in Tableau
  • How to manage Data Governance and secure high data quality


Book Description:


This edition of the bestselling Tableau guide will teach you how to leverage Tableau's newest features and offerings in various paradigms of the BI domain. Updated with fresh topics including the newest features in Tableau Server, Prep, and Desktop, as well as up-to-date examples, this book will take you from mastering essential Tableau concepts to advanced functionalities. A chapter on data governance has also been added.


Throughout this book, you'll learn how to use Tableau Hyper files and Prep Builder to easily perform data preparation and handling, perform complex joins, spatial joins, unions, and data blending tasks using practical examples. You'll also get to grips with executing data densification and explore other expert-level examples to help you with calculations, mapping, and visual design using Tableau extensions.


Later chapters will teach you all about improving dashboard performance, connecting to Tableau Server and understanding data visualization with examples. Finally, you'll cover advanced use cases such as self-service analysis, time series analysis, and geo-spatial analysis, and connect Tableau to Python and R to implement programming functionalities within Tableau.


By the end of this Tableau book, you'll have mastered Tableau 2023 and be able to tackle common and advanced challenges in the BI domain.


What You Will Learn:


  • Learn various Tableau components like calculated fields, table calculations, and LOD Expressions
  • Master ETL (Extract Transform Load) techniques using Tableau Prep Builder
  • Explore and Implement Data Storytelling with Python and R
  • Understand Tableau Exchange by using Accelerators, Extensions and Connectors
  • Interact with Tableau server to understand functionalities
  • Study advanced visualizations and dashboard creation techniques
  • Brush up on powerful self-service analytics, time series analytics, and geo-spatial analytics
  • Find out why data governance matters and how to implement it


Who this book is for:


This book is designed for business analysts, business intelligence professionals, and data analysts who want to master Tableau to solve a range of data science and business intelligence problems. Prior exposure to Tableau will help you get to grips with the features more quickly, but it's not a prerequisite.

商品描述(中文翻譯)

使用 Tableau 最新的更新,構建、設計和改進先進的商業智慧解決方案,包括新的 Tableau Desktop、Tableau Prep 和 Tableau Server 功能

購買印刷版或 Kindle 版書籍包括免費 PDF 電子書


主要特點:



  • 掌握新的 Tableau 2023 功能以解決現實世界的分析挑戰

  • 學習如何在 Tableau 中使用預定義的和自定義的機器學習模型

  • 如何管理數據治理並確保高數據質量


書籍描述:


本版暢銷的 Tableau 指南將教您如何利用 Tableau 最新的功能和產品,在商業智慧(BI)領域的各種範疇中發揮作用。更新了包括 Tableau Server、Prep 和 Desktop 中最新功能的全新主題,以及最新的範例,本書將帶您從掌握基本的 Tableau 概念到進階功能。還新增了一章關於數據治理的內容。


在本書中,您將學習如何使用 Tableau Hyper 檔案和 Prep Builder 輕鬆執行數據準備和處理,使用實際範例執行複雜的聯接、空間聯接、聯合和數據混合任務。您還將掌握數據密集化的執行,並探索其他專家級範例,以幫助您使用 Tableau 擴展進行計算、地圖繪製和視覺設計。


後面的章節將教您如何改善儀表板性能、連接到 Tableau Server 並理解數據可視化的範例。最後,您將涵蓋自助分析、時間序列分析和地理空間分析等進階用例,並將 Tableau 連接到 Python 和 R,以在 Tableau 中實現編程功能。


到本書結束時,您將掌握 Tableau 2023,並能夠應對商業智慧領域中的常見和進階挑戰。


您將學到什麼:



  • 學習各種 Tableau 組件,如計算欄位、表計算和 LOD 表達式

  • 使用 Tableau Prep Builder 掌握 ETL(提取、轉換、加載)技術

  • 探索並實施使用 Python 和 R 的數據故事講述

  • 通過使用加速器、擴展和連接器了解 Tableau Exchange

  • 與 Tableau Server 互動以理解其功能

  • 研究進階可視化和儀表板創建技術

  • 複習強大的自助分析、時間序列分析和地理空間分析

  • 了解數據治理的重要性及其實施方法


本書適合誰:


本書旨在為商業分析師、商業智慧專業人士和數據分析師設計,幫助他們掌握 Tableau 以解決各種數據科學和商業智慧問題。先前接觸過 Tableau 將幫助您更快掌握功能,但這不是先決條件。