Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools 1st Edition Serge Kruk 1484234235 9781484234235

This completed downloadable of Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools 1st Edition Serge Kruk

Instant downloaded Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools 1st Edition Serge Kruk pdf docx epub after payment.

Product details:

• ISBN 10: 1484234235
• ISBN 13: 9781484234235
• Author: Serge Kruk

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 withmathematical 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:

1. Introduction

2. Linear Continuous Models

3. Hidden Linear Continuous Models

4. Linear Network Models

5. Classic Discrete Models

6. Classic Mixed Models

7. Advanced Techniques

People also search:

practical python projects for beginners

ai projects in python for beginners

latest python projects for beginners

simple ai projects in python

practical python programming for iot