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Practical Python Ai Projects Mathematical Models Of Optimization Problems With Google Ortools 1st Edition Serge Kruk

SKU: BELL-50478100

$ 31.00 ~~$ 45.00~~ (-31%)

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Practical Python Ai Projects Mathematical Models Of Optimization Problems With Google Ortools 1st Edition Serge Kruk instant download after payment.

Publisher: Apress

File Extension: PDF

File size: 3.88 MB

Pages: 292

Author: Serge Kruk

ISBN: 9781484234228, 9781484234235, 1484234227, 1484234235

Language: English

Year: 2018

Edition: 1

Product desciption

Practical Python Ai Projects Mathematical Models Of Optimization Problems With Google Ortools 1st Edition Serge Kruk by Serge Kruk 9781484234228, 9781484234235, 1484234227, 1484234235 instant download after payment.

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.