
Practical Python AI ProjectsMathematical Models of Optimization Problems with Google ORToolsBy: Serge Kruk Publication Date: 20180227 Number of pages: 279 ISBN10: 1484234227 ISBN13: 9781484234228 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, nonobviously 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 ORTools. It also includes a random problem generator, useful for industry application or study.What You Will LearnBuild basic Pythonbased artificial intelligence (AI) applications Work with mathematical optimization methods and the Google ORTools (Optimization Tools) suiteCreate several types of projects using Python and Google ORToolsWho This Book Is ForDevelopers and students who already have prior experience in Python coding. Some prior mathematical experience or comfort level may be helpful as well. Book preview 
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