Introduction to Computation and Programming Using Python 在線電子書 圖書標籤: Python 計算機 CS 編程 programming 計算機科學 算法 計算機科學入門與科普
發表於2024-12-23
Introduction to Computation and Programming Using Python 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
6.00教材,學完對CS總算有瞭個瞭解,能寫點小程序瞭
評分上課教材。比較雜,但是感覺用處好像也不是特彆大。。。OOP那一塊還不錯
評分其實書沒讀,隻是上過mooc……不過課程內容和書重復度很高,姑且算看過吧。挺好噠,推薦一下ヾ(≧∪≦*)ノ〃
評分其實書沒讀,隻是上過mooc……不過課程內容和書重復度很高,姑且算看過吧。挺好噠,推薦一下ヾ(≧∪≦*)ノ〃
評分作為入門書比笨辦法要好,講的比較細
作者簡介:
John V. Guttag
1999年至2004年任麻省理工學院電氣工程與計算機科學係主任(此前擔任瞭5年的副主任)。Guttag教授目前是計算機科學與人工智能實驗室網絡及移動係統組的聯閤負責人。此外,他還進行軟件工程、機器定理證明、硬件驗證等領域的研究以及培訓工作,並齣版過相關主題的圖書。Guttag教授獲得美國布朗大學英語專業學士學位、應用數學碩士學位,獲得多倫多大學計算機科學博士學位。
譯者簡介:
梁傑
北京航空航天大學計算機科學與技術專業大四學生。熱愛開源、JavaScript、Python,喜歡做各種各樣有趣的事情。
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of "data science" for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (or MOOC) offered by the pioneering MIT--Harvard collaboration edX. Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. The book does not require knowledge of mathematics beyond high school algebra, but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. Introduction to Computation and Programming Using Python can serve as a stepping-stone to more advanced computer science courses, or as a basic grounding in computational problem solving for students in other disciplines.
书是一名大四生翻译的,有些地方表达的不地道,姑且随手找出几处吐吐槽。 p1: [从内存的角度来说,一台普通的计算机可能有几百GB] 我从来没见过一台普通计算机的内存个能有几百GB,我猜测原文应该用的是memory,这里翻译成存储设备比较合适。 p3:[当一个整数整数存在整数立...
評分一开始想着应该有400+页,结果不到300页。 python语言、一般的算法理论、一些数学问题的算法、软件测试、机器学习都有所涉及,但是书本身太薄,这样很多地方势必写得不清楚。 要举例子的话,我觉得类和面向对象编程说得太简略。 另外python现在应该普及3.x了,没必要再以2.x...
評分MIT本科 6.0001和6.0002课程指定教材,MIT的教授结合教学自己编写的书,非常适合跟open course 结合使用,原版书要几百块,中文正版不到一百,在家里也能上MIT的课,一定记得去官网下载课件和习题,讲课视频B站上有,目前MIT open course上发布的是2016年秋季学期的课程,版本p...
評分书是一名大四生翻译的,有些地方表达的不地道,姑且随手找出几处吐吐槽。 p1: [从内存的角度来说,一台普通的计算机可能有几百GB] 我从来没见过一台普通计算机的内存个能有几百GB,我猜测原文应该用的是memory,这里翻译成存储设备比较合适。 p3:[当一个整数整数存在整数立...
評分一开始想着应该有400+页,结果不到300页。 python语言、一般的算法理论、一些数学问题的算法、软件测试、机器学习都有所涉及,但是书本身太薄,这样很多地方势必写得不清楚。 要举例子的话,我觉得类和面向对象编程说得太简略。 另外python现在应该普及3.x了,没必要再以2.x...
Introduction to Computation and Programming Using Python 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024