A First Course in Probability for Computer and Data Science
暫譯: 計算機與數據科學的概率入門課程

Tijms, Henk

  • 出版商: World Scientific Pub
  • 出版日期: 2023-07-07
  • 售價: $2,230
  • 貴賓價: 9.5$2,119
  • 語言: 英文
  • 頁數: 220
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811272042
  • ISBN-13: 9789811272042
  • 相關分類: Data Science
  • 立即出貨 (庫存 < 3)

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商品描述

In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for computer and data science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it.The unique features of the book are as follows: This book contains many worked examples. Numerous instructive problems scattered throughout the text are given along with problem-solving strategies. Several of the problems extend previously covered material. Answers to all problems and worked-out solutions to selected problems are also provided.Henk Tijms is the author of several textbooks in the area of applied probability and stochastic optimization. In 2008, he received the prestigious INFORMS Expository Writing Award for his work. He also contributed engaging probability puzzles to The New York Times' former Numberplay column

商品描述(中文翻譯)

在這本本科教科書中,作者提煉了計算機和數據科學中概率思想和方法的核心。這本書強調概率和計算思維,而非定理和證明。它通過告訴學生為什麼概率有效以及如何應用它來提供見解並激勵學生。這本書的獨特特點如下:本書包含許多已解題例。文本中散佈著大量的指導性問題,並提供了問題解決策略。幾個問題擴展了之前涵蓋的材料。所有問題的答案以及選定問題的詳細解答也一併提供。Henk Tijms 是應用概率和隨機優化領域的幾本教科書的作者。2008年,他因其作品獲得了享有盛譽的 INFORMS 解說寫作獎。他還為《紐約時報》之前的 Numberplay 專欄貢獻了引人入勝的概率謎題。