Data Science in Practice

Alby, Tom

Data Science in Practice
  • 出版商: CRC
  • 出版日期: 2023-09-22
  • 售價: $2,740
  • 貴賓價: 9.5 折 $2,603
  • 語言: 英文
  • 頁數: 302
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032505265
  • ISBN-13: 9781032505268
  • 相關分類: Data Science

    • 下單後立即進貨 (約2~4週)

商品描述

Data Science in Practice is the ideal introduction to data science. With or without math skills, here, you get the all-round view that you need for your projects. This book describes how to properly question data, in order to unearth the treasure that data can be. You will get to know the relevant analysis methods, and will be introduced to the programming language R, which is ideally suited for data analysis. Associated tools like notebooks that make data science programming easily accessible are included in this introduction. Because technology alone is not enough, this book also deals with problems in project implementation, illuminates various fields of application, and does not forget to address ethical aspects. Data Science in Practice includes many examples, notes on errors, decision-making aids, and other practical tips. This book is ideal as a complementary text for university students, and is a useful learning tool for those moving into more data-related roles.

Key Features:

  • Success factors and tools for all project phases

  • Includes application examples for various subject areas
  • Introduces many aspects of Data Science, from requirements analysis to data acquisition and visualization

商品描述(中文翻譯)

《實踐中的資料科學》是資料科學的理想入門書籍。無論您是否具備數學技能，這本書都能提供您所需的全面視角，以應對您的專案。本書描述了如何正確地對資料提出問題，以揭示資料所蘊含的寶藏。您將了解相關的分析方法，並將介紹適用於資料分析的程式語言R。本書還包括使資料科學程式設計更易於使用的筆記本等相關工具。因為僅僅擁有技術是不夠的，本書還討論了專案實施中的問題，闡明了各個應用領域，並且不忘處理倫理方面的問題。《實踐中的資料科學》包含許多實例、錯誤註解、決策輔助工具和其他實用技巧。這本書是大學生的補充教材，也是那些轉向更多與資料相關角色的人的有用學習工具。

主要特點：
- 所有專案階段的成功因素和工具
- 包含各個學科領域的應用實例
- 介紹資料科學的多個方面，從需求分析到資料獲取和可視化

作者簡介

Tom Alby has been working in the digital world since 1994, including nearly 20 years for search engines such as Lycos, Ask.com and Google. His focus is on data-driven applications for everyday business and the development of data literacy. He is the author of several books, lecturer for Data Science and Digital Analytics at various universities and certified project manager (PMP) of the Project Management Institute since 2004.

作者簡介(中文翻譯)

Tom Alby自1994年以來一直在數位領域工作，其中包括在Lycos、Ask.com和Google等搜索引擎工作了近20年。他的專注領域是數據驅動的日常業務應用和數據素養的發展。他是幾本書的作者，也是多所大學的數據科學和數字分析講師，並且自2004年以來是項目管理學會的認證項目經理（PMP）。

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