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[其他] Introduction to Computation and Programming Using Python 2nd (PDF) [推广有奖]

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2016 | ISBN: 0262529629 | English | 472 pages | True PDF | 9 MB


The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.

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 (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters.

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. 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. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.

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Introduction to Computation and Programming Using Python - With Application to U.pdf (8.52 MB, 需要: 10 个论坛币)


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关键词:introduction Programming Computation troduction Program

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20115326 学生认证  发表于 2017-12-30 22:31:47 |显示全部楼层 |坛友微信交流群
好书,学习了

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miragew 发表于 2017-12-30 22:34:19 |显示全部楼层 |坛友微信交流群
是epub转pdf?

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smartlife 在职认证  发表于 2017-12-30 22:46:58 |显示全部楼层 |坛友微信交流群

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yazxf 发表于 2017-12-30 23:05:58 |显示全部楼层 |坛友微信交流群
谢谢你的书!

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shgby 发表于 2017-12-30 23:09:04 来自手机 |显示全部楼层 |坛友微信交流群
Introduction to Computation and Programming Using Python 2nd

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lizhaohe 发表于 2017-12-30 23:34:18 |显示全部楼层 |坛友微信交流群
好书,感谢分享

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感谢分享

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Wonderful

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hjtoh 发表于 2017-12-31 03:48:44 来自手机 |显示全部楼层 |坛友微信交流群
igs816 发表于 2017-12-30 22:18
2016 | ISBN: 0262529629 | English | 472 pages | True PDF | 9 MB


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