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[书籍介绍] 【2018新书】Practical Python AI Projects [推广有奖]

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jasonwu24 在职认证  发表于 2018-2-28 20:51:57 |显示全部楼层 |坛友微信交流群
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  • Title: Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools
  • Author: Serge Kruk
  • Length: 279 pages
  • Edition: 1st ed.
  • Language: English
  • Publisher: Apress
  • Publication Date: 2018-03-28
  • ISBN-10: 1484234227
  • ISBN-13: 9781484234228


Apress.Practical.Python.AI.Projects.1484234227.rar (3.53 MB, 需要: 5 个论坛币) 本附件包括:
  • Apress.Practical.Python.AI.Projects.1484234227.pdf
  • Apress.Practical.Python.AI.Projects.1484234227.epub


Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models such as linear continuous models, non-obviously linear continuous models,

and pure linear integer models. Rather than focus on theory, Practical Python AI Projects, the product of the author's decades of industry teaching and consulting, stresses the model creation aspect; contrasting alternate approaches and practical variations.

Each model is explained thoroughly and written to be executed. The source code from all examples in the book is available, written in Python using Google OR-Tools. It also includes a random problem generator, useful for industry application or study.


What You Will Learn
  • Build basic Python-based artificial intelligence (AI) applications
  • Work with mathematical optimization methods and the Google OR-Tools (Optimization Tools) suite
  • Create several types of projects using Python and Google OR-Tools


Who This Book Is For

Developers and students who already have prior experience in Python coding. Some prior mathematical experience or comfort level may be helpful as well.


Table of Contents

Chapter 1: Introduction
Chapter 2: Linear Continuous Models
Chapter 3: Hidden Linear Continuous Models
Chapter 4: Linear Network Models
Chapter 5: Classic Discrete Models
Chapter 6: Classic Mixed Models
Chapter 7: Advanced Techniques



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关键词:Practical Projects Project practic python

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yazxf 发表于 2018-2-28 21:40:53 |显示全部楼层 |坛友微信交流群
谢谢你的书!

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tsangwm 发表于 2018-2-28 21:51:38 |显示全部楼层 |坛友微信交流群
thank you

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williamhwf2011 在职认证  发表于 2018-3-1 07:22:53 |显示全部楼层 |坛友微信交流群
支持python,感谢分享

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lianqu 发表于 2018-5-5 23:48:04 |显示全部楼层 |坛友微信交流群

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cometwx 发表于 2018-5-22 16:47:25 |显示全部楼层 |坛友微信交流群
感谢分享!!

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a569290240 在职认证  发表于 2022-5-19 09:42:03 |显示全部楼层 |坛友微信交流群
感谢分享 确实是好书。

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