Thinking with Data: How to Turn Information into Insights (Paperback)
暫譯: 數據思維:如何將資訊轉化為洞察力 (平裝本)

Max Shron

  • 出版商: O'Reilly
  • 出版日期: 2014-03-04
  • 定價: $1,050
  • 售價: 9.5$998
  • 貴賓價: 9.0$945
  • 語言: 英文
  • 頁數: 94
  • 裝訂: Paperback
  • ISBN: 1449362931
  • ISBN-13: 9781449362935
  • 相關分類: 大數據 Big-dataData Science
  • 立即出貨(限量) (庫存=1)

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商品描述

Many analysts are too concerned with tools and techniques for cleansing, modeling, and visualizing datasets and not concerned enough with asking the right questions. In this practical guide, data strategy consultant Max Shron shows you how to put the why before the how, through an often-overlooked set of analytical skills.

Thinking with Data helps you learn techniques for turning data into knowledge you can use. You’ll learn a framework for defining your project, including the data you want to collect, and how you intend to approach, organize, and analyze the results. You’ll also learn patterns of reasoning that will help you unveil the real problem that needs to be solved.

  • Learn a framework for scoping data projects
  • Understand how to pin down the details of an idea, receive feedback, and begin prototyping
  • Use the tools of arguments to ask good questions, build projects in stages, and communicate results
  • Explore data-specific patterns of reasoning and learn how to build more useful arguments
  • Delve into causal reasoning and learn how it permeates data work
  • Put everything together, using extended examples to see the method of full problem thinking in action

商品描述(中文翻譯)

許多分析師過於關注清理、建模和視覺化數據集的工具和技術,而對於提出正確問題的重視程度不足。在這本實用指南中,數據策略顧問 Max Shron 向您展示如何將 為什麼 放在 怎麼做 之前,透過一套常被忽視的分析技能。

用數據思考 幫助您學習將數據轉化為可用知識的技術。您將學習一個定義項目的框架,包括您想收集的數據,以及您打算如何接近、組織和分析結果。您還將學習推理模式,幫助您揭示需要解決的真正問題。


  • 學習數據項目的範疇框架

  • 了解如何釐清想法的細節、獲取反饋並開始原型設計

  • 使用論證工具提出良好的問題,分階段構建項目並傳達結果

  • 探索數據特定的推理模式,學習如何構建更有用的論證

  • 深入因果推理,了解其如何滲透到數據工作中

  • 將所有內容整合在一起,使用擴展範例來觀察全面問題思考方法的實踐