Discrete Mathematics for Data Science
暫譯: 數據科學的離散數學

Pope, Jack

  • 出版商: CRC
  • 出版日期: 2026-03-31
  • 售價: $3,040
  • 貴賓價: 9.8$2,979
  • 語言: 英文
  • 頁數: 374
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032687738
  • ISBN-13: 9781032687735
  • 相關分類: 離散數學 Discrete-mathematicsData Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Discrete Mathematics for Data Science provides an early course in both Data Science and Discrete Mathematics, focusing on how a deeper understanding of the former can unlock a more effective implementation of the latter. Students of Data Science come from a variety of disciplines, with Business, Statistics, Computer Science, Economics, and Psychology among the departments offering courses on the subject. Therefore, for many students, Data Science is considered a means of insight into a particular field of interest, with the study of its underlying discrete mathematics not a primary objective.

This book covers the topics of Discrete Mathematical Structures relevant to students of Data Science, offering a relevant and gentle introduction to both the theoretical and practical elements required to be a successful data scientist. The relaxed, accessible style makes it a perfect textbook for undergraduates.

Features

- Numerous exercises and examples.

- Ideal as a textbook for a Discrete Mathematics course for data science and computer science students.

- Source code and solutions provided as a supplementary resource.

商品描述(中文翻譯)

離散數學與資料科學提供了一門早期課程,涵蓋資料科學和離散數學,重點在於對前者的深入理解如何能夠解鎖後者的更有效實施。資料科學的學生來自各種學科,其中商業、統計、計算機科學、經濟學和心理學等系所都提供相關課程。因此,對於許多學生來說,資料科學被視為深入了解特定興趣領域的一種手段,而學習其基礎的離散數學並不是主要目標。

本書涵蓋了與資料科學學生相關的離散數學結構主題,提供了一個相關且溫和的介紹,涵蓋成為成功資料科學家所需的理論和實踐要素。輕鬆易懂的風格使其成為本科生的完美教科書。

特色

- 許多練習和範例。
- 理想作為資料科學和計算機科學學生的離散數學課程教科書。
- 提供源代碼和解答作為補充資源。

作者簡介

Jack Pope has wrangled financial data since Big Data meant a big pile of floppy disks. He works at Investment Economics (aka, System Goats) providing system configuration, guidance, and training for organizations interested in data science infrastructure. He is also department coordinator for Computer Science and Data Science at North Hennepin Community College and chairman of the Twin Cities IEEE Computer Society.

作者簡介(中文翻譯)

Jack Pope 自從大數據還只是堆滿軟碟的時候,就開始處理財務數據。他在 Investment Economics(又名 System Goats)工作,為對數據科學基礎設施感興趣的組織提供系統配置、指導和培訓。他也是北亨內平社區學院計算機科學與數據科學系的部門協調員,以及雙城地區 IEEE 計算機學會的主席。