Statistical Tableau: How to Use Statistical Models and Decision Science in Tableau (Paperback)
暫譯: 統計 Tableau:如何在 Tableau 中使用統計模型與決策科學 (平裝本)

Lang, Ethan

  • 出版商: O'Reilly
  • 出版日期: 2024-06-11
  • 定價: $2,140
  • 售價: 8.8$1,883
  • 語言: 英文
  • 頁數: 314
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098151798
  • ISBN-13: 9781098151799
  • 相關分類: Data-visualization
  • 立即出貨 (庫存 < 3)

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商品描述

To make sense of the vast amount of data in today's business landscape, you not only need to visualize data, but incorporate statistics into your visualizations as well. This practical book walks intermediate to advanced Tableau users through ways that statistics can help you incorporate decision science into the visualizations you create. Data analysts, business analysts, and business intelligence specialists will greatly benefit from this book.

Author Ethan Lang, data visualization designer and engineer, explains the decision science process and then demonstrates how you, your stakeholders, and your business can take action and make informed decisions with data much faster than before. You'll learn how this process will help you make more sense of your data and make data analysis more actionable and insightful.

This book helps you:

  • Get up to speed with the basic statistics & Tableau concepts you need to know
  • Understand how to incorporate statistical models into your visualizations and/or analysis
  • Understand how to explore your data to ensure you implement the correct models
  • Explore multiple ways to detect and visualize anomalies in your data
  • Use and understand tools native to Tableau to implement different regression models, forecasting, and clustering
  • Download the necessary software and connect to external connections
  • Explore examples that show you how to build and implement models using external connections

商品描述(中文翻譯)

為了理解當今商業環境中龐大的數據量,您不僅需要可視化數據,還需要將統計學融入您的可視化中。本書是一本實用的指南,為中級到高級的 Tableau 使用者提供了統計學如何幫助您將決策科學融入您創建的可視化中的方法。數據分析師、商業分析師和商業智慧專家將從本書中獲益良多。

作者 Ethan Lang,數據可視化設計師和工程師,解釋了決策科學的過程,然後演示了您、您的利益相關者和您的企業如何能夠更快地採取行動並根據數據做出明智的決策。您將學習這一過程如何幫助您更好地理解數據,並使數據分析更具可行性和洞察力。

本書幫助您:

- 了解您需要知道的基本統計學和 Tableau 概念
- 理解如何將統計模型融入您的可視化和/或分析中
- 理解如何探索您的數據,以確保您實施正確的模型
- 探索多種檢測和可視化數據異常的方法
- 使用和理解 Tableau 原生工具來實施不同的回歸模型、預測和聚類
- 下載必要的軟體並連接到外部連接
- 探索示例,展示如何使用外部連接構建和實施模型