The Beauty of Mathematics in Computer Science
暫譯: 計算機科學中的數學之美
Jun Wu
- 出版商: Chapman and Hall/CRC
- 出版日期: 2018-11-05
- 售價: $2,040
- 貴賓價: 9.5 折 $1,938
- 語言: 英文
- 頁數: 284
- 裝訂: Paperback
- ISBN: 1138049603
- ISBN-13: 9781138049604
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相關分類:
Computer-Science
海外代購書籍(需單獨結帳)
商品描述
The Beauty of Mathematics in Computer Science explains the mathematical fundamentals of information technology products and services we use every day, from Google Web Search to GPS Navigation, and from speech recognition to CDMA mobile services. The book was published in Chinese in 2011 and has sold more than 600,000 copies. Readers were surprised to find that many daily-used IT technologies were so tightly tied to mathematical principles. For example, the automatic classification of news articles uses the cosine law taught in high school.
The book covers many topics related to computer applications and applied mathematics including:
Natural language processingSpeech recognition and machine translation
Statistical language modeling
Quantitive measurement of information
Graph theory and web crawler
Pagerank for web search
Matrix operation and document classification
Mathematical background of big data
Neural networks and Google’s deep learning
Jun Wu was a staff research scientist in Google who invented Google’s Chinese, Japanese, and Korean Web Search Algorithms and was responsible for many Google machine learning projects. He wrote official blogs introducing Google technologies behind its products in very simple languages for Chinese Internet users from 2006-2010. The blogs had more than 2 million followers. Wu received PhD in computer science from Johns Hopkins University and has been working on speech recognition and natural language processing for more than 20 years. He was one of the earliest engineers of Google, managed many products of the company, and was awarded 19 US patents during his 10-year tenure there. Wu became a full-time VC investor and co-founded Amino Capital in Palo Alto in 2014 and is the author of eight books.
商品描述(中文翻譯)
《電腦科學中的數學之美》解釋了我們每天使用的資訊科技產品和服務的數學基礎,從 Google 網頁搜尋到 GPS 導航,從語音識別到 CDMA 行動服務。該書於 2011 年以中文出版,銷售超過 60 萬本。讀者驚訝地發現,許多日常使用的 IT 技術與數學原則緊密相連。例如,自動分類新聞文章使用了高中所教的餘弦定理。
本書涵蓋了許多與電腦應用和應用數學相關的主題,包括:
自然語言處理
語音識別和機器翻譯
統計語言建模
資訊的量化測量
圖論和網路爬蟲
網頁搜尋的 PageRank
矩陣運算和文件分類
大數據的數學背景
神經網路和 Google 的深度學習
吳俊曾是 Google 的研究科學家,發明了 Google 的中文、日文和韓文網頁搜尋演算法,並負責多個 Google 機器學習專案。他在 2006 年至 2010 年期間撰寫官方部落格,以非常簡單的語言向中國網民介紹 Google 產品背後的技術,該部落格擁有超過 200 萬的追隨者。吳俊在約翰霍普金斯大學獲得計算機科學博士學位,並在語音識別和自然語言處理領域工作超過 20 年。他是 Google 的早期工程師之一,管理過多個公司的產品,並在十年的任期內獲得 19 項美國專利。吳俊於 2014 年成為全職風險投資投資者,並在帕洛阿爾托共同創立了 Amino Capital,並且是八本書的作者。