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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.
For anyone managing or involved in a failing or difficult software project, this book offers a proven rescue formula using real-life examples to guide you in increasing your chances of success.
Project Management in Practice, 7th Edition presents an applied approach to the essential tools, strategies, and techniques students must understand to achieve success in their future careers. Emphasizing the technical aspects of the project management life cycle, this popular textbook offers streamlined, student-friendly coverage of project activity, risk planning, budgeting and scheduling, resource allocation, project monitoring, evaluating and closing the project, and more. Providing new and updated content throughout, the seventh edition’s concise pedagogy and hands-on focus is ideally suited for use in one-semester courses or modules on project management. Clear and precise chapters describe fundamental project management concepts while addressing the skills real-world project managers must possess to meet the strategic goals of their organizations. Integrated throughout the text are comprehensive cases that build upon the material from previous chapters—complemented by wealth of illustrative examples, tables and figures, review questions, and discussion topics designed to reinforce key information.
Managing Projects offers a hands-on resource for building practical competencies for anyone who must manage one or more small- to mid-size projects. The book is filled with targeted processes, tools, techniques, and influencing skills that address the more difficult "people" side of project management. The author shows how to: influence stakeholders 360 degrees around you; encourage accountability from others who do not work for you and have plenty of projects to juggle without adding your priority; negotiate time, cost, quality, and scope with executives; and courageously tell the truth and get the help you need early enough. Praise for Managing Projects "No one knows more about project management than Lou Russell. Her easy coaching style paired with specific methods makes this book a real winner. This is one book all leaders, managers, supervisors, and project leads will use as their essential 'go to' resource." Elaine Biech, ebb associates inc.; bestselling author, The Business of Consulting "Lou Russell has done it again! Managing Projects is comprehensive, practical, and easy to understand and apply to your projects, big or small. The book gives helpful tips and definitions that will enable the reader to move through the project management process with ease. Thanks, Lou, for creating such a great resource." Amy L. Dinning, manager of Leadership and Talent Development, Saint-Gobain North America "Managing Projects is more than a book. It is a workshop between the covers, with one of the finest learning facilitators as your guide. If you find yourself dealing with projects in your work (and whether you know it or not, this is you), using the techniques in this book will make you less stressed and more successful." Kevin Eikenberry, bestselling author, Remarkable Leadership "As the leader of an international logistics company, I know how critical project management is to meeting the needs of our customers. To hit their due dates we have to hit our own, with no excuses. Lou's practical approach to project management fits well into our time-constrained, date-focused workplace. It's simple, it's real, and it works." Cathy Langham, CEO, Langham Logistics
Project-based and industry-linked learning are increasingly pursued in undergraduate studies at the university as well as at the polytechnics, 'A' levels and the international baccalaureate programmes. These courses are usually structured as part of the Final Year Projects. Their applied nature is also motivated by the increasing emphasis on collaborations between the academia and the industry.This book shall serve as a text and a practical reference for students, lecturers and industry supervisors to design, structure and supervise their projects so that they will serve the desired curricular objectives as well as the needs of the industry collaborators. In essence, it will guide students to write their final year dissertations. A key feature of this book is its practical orientation. It contains a lot of examples. It is structured in a series of questions and answers which mimics the thought process of a student working on his/her final year project dissertation.Specifically, the book has also included some contemporary topics such as design thinking and pecha kucha presentations which would be of particular interest to instructors and students.
Undertaking Capstone Projects in Education provides students with all of the information required to successfully design and complete a capstone project. Guiding the reader in a step-by-step process, this book covers how to create a question, select a topic of interest, and apply the best possible design solutions. Structured in a way that will help readers build their skills, chapters explore all aspects of the capstone project from the inception of the idea, to laying the foundations, designing the project, analysing the data, and presenting the findings. Filled with examples and written in a friendly and collaborative style, this key guide uses simple language and easy-to-understand examples to unpack complex research issues. This book is essential reading for students and anyone interested in undertaking a capstone project in the field of education.
Zero in on key project-initiation tasks—and build a solid foundation for successful software development. In this concise guide, critically-acclaimed author Karl E. Wiegers fills a void in project management literature by focusing on the activities that are essential—but often overlooked—for launching any project. Drawing on his extensive experience, Karl shares lessons learned, proven practices, and tools for getting your project off to the right start—and steering it to ultimate success. Lay a foundation for project success—discover how to: Effectively charter a project Define meaningful criteria for project success and product releases Negotiate achievable commitments for project teams and stakeholders Identify and document potential barriers to success—and manage project risks Apply the Wideband Delphi method for more accurate estimation Measure project performance and avoid common metrics traps Systematically apply lessons learned to future projects Companion Web site includes: Worksheets from inside the book Project document templates Resources for project initiation and process improvement
This book is a practical guide to more effective delivery of capital infrastructure projects. Current manuals tend to be impractical and heavy on terminology with an unnatural focus on the project management requirements over the actual deliverable, the infrastructure. This book addresses how to effectively deliver infrastructure projects and provides practical tools, methods, and procedures to enable a diligent project manager to increase their productivity and delivery of infrastructure (from typical 35% to as high as 95%). To enable effective implementation, strategies are laid out for a conscientious Project Manager to better communicate clearly, completely, and effectively with all project stakeholders.
Revitalized by Ruby on Rails, the Ruby language continues to grow in popularity. Books like this are necessary to fill the demand. Here is a classic of its kind; required reading for Ruby programmers who have already mastered the basics and want to learn higher level techniques. Practical Ruby Projects presents nine diverse projects that will teach new and innovative techniques in a learn-by-example fashion. They include a turn-based adventure game and a generative music creator. While there are many other Ruby titles, none of them take this unique project-based approach to teaching.
In the 2nd edition, this book conveys updated content and, in addition to classic project management, now also agile project management in a practical manner and serves as a toolbox for projects. To this end, the most important terms and phases of project management are first explained in a standard-compliant manner. Then this book deals with cross-project cross-sectional topics and project phase-specific content, divided into agile and classic project management. Tips and hints, examples, templates and checklists from project practice in the automotive and IT environment complement the contents. For student readers, there is also an extensive question catalog to consolidate the knowledge learned. This gives readers good and quick access to the topic of project management and helps them to be able to carry out their projects successfully.