A Hands-On Introduction to Data Science (Hardcover)

Shah, Chirag

  • 出版商: Cambridge
  • 出版日期: 2020-04-02
  • 定價: $1,580
  • 售價: 9.0$1,422
  • 語言: 英文
  • 頁數: 424
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1108472443
  • ISBN-13: 9781108472449
  • 相關分類: Data Science
  • 相關翻譯: 數據科學:基本概念、技術及應用 (簡中版)
  • 立即出貨 (庫存 < 3)

商品描述

This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented with material that will have continual relevance even after tools and technologies change. Using popular data science tools such as Python and R, the book offers many examples of real-life applications, with practice ranging from small to big data. A suite of online material for both instructors and students provides a strong supplement to the book, including datasets, chapter slides, solutions, sample exams and curriculum suggestions. This entry-level textbook is ideally suited to readers from a range of disciplines wishing to build a practical, working knowledge of data science.

商品描述(中文翻譯)

這本書以實用且易於理解的方式介紹了數據科學領域,採用了一種從實踐中學習的方法,假設讀者對該主題沒有任何先備知識。數據科學的基本理念和技術獨立於技術,使學生能夠輕鬆地建立對該主題的深刻理解,而不需要強大的技術背景,同時提供的材料在工具和技術變化後仍然具有持續的相關性。本書使用Python和R等流行的數據科學工具,提供了許多實際應用的例子,練習範圍從小數據到大數據不等。網上提供了一套教師和學生都可以使用的補充材料,包括數據集、章節幻燈片、解答、樣本考試和課程建議。這本入門教材非常適合各個學科的讀者,希望建立實用的數據科學工作知識。