{"product_id":"practical-python-ai-projects-mathematical-models-of-optimization-problems-with-google-or-tools-9781484234228","title":"Practical Python AI Projects: Mathematical Models of Optimization Problems with Google Or-Tools","description":"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, \u003ci\u003ePractical Python AI Projects\u003c\/i\u003e, the product of the author's decades of industry teaching and consulting, stresses the model creation aspect; contrasting alternate approaches and practical variations.\u003cbr\u003eEach 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.\u003cbr\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eBuild basic Python-based artificial intelligence (AI) applications \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with mathematical optimization methods and the Google OR-Tools (Optimization Tools) suite\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eCreate several types of projects using Python and Google OR-Tools\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eDevelopers and students who already have prior experience in Python coding. Some prior mathematical experience or comfort level may be helpful as well. \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/27\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484234228\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 279\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.62d","brand":"Serge Kruk","offers":[{"title":"Default Title","offer_id":36653262831772,"sku":"9781484234228","price":46.74,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_b35a6ce1-0a5d-406a-9472-e09cc1f886e5.jpg?v=1603881382","url":"https:\/\/pastforward.org\/products\/practical-python-ai-projects-mathematical-models-of-optimization-problems-with-google-or-tools-9781484234228","provider":"Past Forward","version":"1.0","type":"link"}