Автор: Foster Provost Название: Data Science For Business: What You Need To Know About Data Mining And Dataanalytic Thinking ISBN: 1449361323 ISBN-13(EAN): 9781449361327 Издательство: Wiley Рейтинг: Цена: 6334.00 р. Наличие на складе: Есть (1 шт.) Описание: This broad, deep, but not-too-technical guide introduces you to the fundamental principles of data science and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect.
Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.
Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.
Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.
It contains
Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.
Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
Includes open-access online courses that introduce practical applications of the material in the book
Автор: Plattner Название: Design Thinking Research ISBN: 3319403818 ISBN-13(EAN): 9783319403816 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book summarizes the results of Design Thinking Research carried out at Stanford University in Palo Alto, California, USA and at the Hasso Plattner Institute in Potsdam, Germany. Offering readers a closer look at Design Thinking, its innovation processes and methods, the book covers topics ranging from how to design ideas, methods and technologies, to creativity experiments and wicked problem solutions, to creative collaboration in the real world, and the interplay of designers and engineers. But the topics go beyond this in their detailed exploration of Design Thinking and its use in IT systems engineering fields, or even from a management perspective. The authors show how these methods and strategies actually work in companies, introduce new technologies and their functions, and demonstrate how Design Thinking can influence such unexpected topics as marriage. Furthermore, readers will learn how special-purpose Design Thinking can be used to solve wicked problems in complex fields. Thinking and devising innovations are fundamentally and inherently human activities – so is Design Thinking. Accordingly, Design Thinking is not merely the result of special courses nor of being gifted or trained: it’s a way of dealing with our environment and improving techniques, technologies and life.
Автор: С.Aggarwal Название: Data Mining: The Textbook ISBN: 3319141414 ISBN-13(EAN): 9783319141411 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Поставка под заказ.
Описание: This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues.
Автор: Kowalski Название: Computational Logic and Human Thinking ISBN: 0521123364 ISBN-13(EAN): 9780521123365 Издательство: Cambridge Academ Рейтинг: Цена: 6019.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Robert Kowalski demonstrates how ordinary people in their everyday life can profit from the advances of computational logic that have been developed for artificial intelligence. This book is an eye-opening read for any student who employs practical thinking, problem solving and communication skills.
Автор: Kowalski Название: Computational Logic and Human Thinking ISBN: 0521194822 ISBN-13(EAN): 9780521194822 Издательство: Cambridge Academ Рейтинг: Цена: 12989.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Robert Kowalski demonstrates how ordinary people in their everyday life can profit from the advances of computational logic that have been developed for artificial intelligence. This book is an eye-opening read for any student who employs practical thinking, problem solving and communication skills.
Автор: Klewes Название: Out-thinking Organizational Communications ISBN: 3319418440 ISBN-13(EAN): 9783319418445 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book demonstrates the challenges for Corporate Communications in the era of the Industrial Internet and the Internet of things, and how companies can adapt their communication strategies to meet them. The Industrial Internet and the Internet of Things herald a transformation in our economy, industry and society. As such, it is high time that companies adjust both their communication strategies and the structure of their communications to reflect these changes. In this book, experts from the corporate world, academia, professional associations, government organizations and NGOs discuss various challenges – from Corporate and Leadership Communication and Employer Branding to Change/Personnel Management and changes in the supply chain – that can be confronted in everyday working environment. Revealing contributions from an interdisciplinary mix of perspectives help offer a more detailed picture of what future programs and standards might look like. The book also features best practice cases that offer practical insights into addressing the Corporate Communications challenges that are to come.
Preface.- Introduction-Have We Opened Pandora's Box?.- Lost Robustness.- How and Why Our Conventional Economic Thinking Causes Global Crises.- "Networked Minds" Require A Fundamentally New Kind of Economics.- A New Kind of Economy is Born-Social Decision-Makers Beat the "Homo Economicus".- Global Networks Must Be Redesigned.- Big Data-A Powerful New Resource for the 21st Century8.- Google as God? Opportunities and Risks of the Information Age.- From Technology-Driven Society to Socially Oriented Technology: The Future of Information Society-Alternatives to Surveillance.- Big Data Society: Age of Reputation or Age of Discrimination?.- Big Data, Privacy, and Trusted Web: What Needs to Be Done.- What the Digital Revolution Means for Us.- Creating ("Making") a Planetary Nervous System as Citizen Web.
Автор: Levesque Hector J. Название: Thinking as Computation: A First Course ISBN: 0262016990 ISBN-13(EAN): 9780262016995 Издательство: MIT Press Рейтинг: Цена: 4967.00 р. Наличие на складе: Нет в наличии.
Описание: Students explore the idea that thinking is a form of computation by learning to write simple computer programs for tasks that require thought.
Автор: Plattner Hasso Название: Design Thinking ISBN: 364226638X ISBN-13(EAN): 9783642266386 Издательство: Springer Рейтинг: Цена: 20263.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book represents the latest results in design thinking research. It offers insights into new findings by the HPI-Stanford Design Thinking Research Program and helps readers understand what it takes to foster real innovation.
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