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Deploying Machine Learning

Deploying Machine Learning
Author: Robbie Allen
Publisher: Addison-Wesley Professional
Total Pages: 99998
Release: 2019-05
Genre: Computers
ISBN: 9780135226209

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Increasingly, business leaders and managers recognize that machine learning offers their companies immense opportunities for competitive advantage. But most discussions of machine learning are intensely technical or academic, and don't offer practical information leaders can use to identify, evaluate, plan, or manage projects. Deploying Machine Learning fills that gap, helping them clarify exactly how machine learning can help them, and collaborate with technologists to actually apply it successfully. You'll learn: What machine learning is, how it compares to "big data" and "artificial intelligence," and why it's suddenly so important What machine learning can do for you: solutions for computer vision, natural language processing, prediction, and more How to use machine learning to solve real business problems -- from reducing costs through improving decision-making and introducing new products Separating hype from reality: identifying pitfalls, limitations, and misconceptions upfront Knowing enough about the technology to work effectively with your technical team Getting the data right: sourcing, collection, governance, security, and culture Solving harder problems: exploring deep learning and other advanced techniques Understanding today's machine learning software and hardware ecosystem Evaluating potential projects, and addressing workforce concerns Staffing your project, acquiring the right tools, and building a workable project plan Interpreting results -- and building an organization that can increasingly learn from data Using machine learning responsibly and ethically Preparing for tomorrow's advances The authors conclude with five chapter-length case studies: image, text, and video analysis, chatbots, and prediction applications. For each, they don't just present results: they also illuminate the process the company undertook, and the pitfalls it overcame along the way.


Open Innovation 2.0

Open Innovation 2.0
Author: Martin Curley
Publisher: Springer
Total Pages: 147
Release: 2017-10-05
Genre: Business & Economics
ISBN: 331962878X

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This book presents the emerging paradigm and methodology, Open Innovation 2.0 (OI2), which aims to help drive significant structural changes and benefits through digital innovation to society and industry. It highlights how new services and markets can be co-created in open ecosystems and how this leads to a transformation from win-lose to win-win situations for all stakeholders. Organized around a number of core patterns of OI2, such as shared purpose, partnering and platforms, this book leverages more than five years of research by the EU Open Innovation Strategy Policy group. Popularized in the early 2000s, open innovation is a systematic process by which ideas can pass among organizations and travel on different exploitation vectors for value creation. With the simultaneous arrival of multiple digital disruptive technologies and rapid evolution of the discipline of innovation, it became apparent that an entirely new approach to innovation was needed that incorporated technological, societal and policy dimensions. Unlike other innovation methodologies, OI2 is an innovation paradigm and methodology with a purpose: to seek and deliver innovations that move us collectively on to a trajectory towards sustainable intelligent living. OI2 is a paradigm advocating for disruptions, seeking the unexpected and providing support for rapid scale-up of successes. As a method, it provides a safety net for both innovations and innovators, inspiring innovators to have the confidence and courage to innovate. Featuring case studies from domains such as energy, telecommunications, transportation, and finance and from companies including Intel, Lego, Alcatel Lucent and Alstom, this book is useful to industry executives, policy makers, academics, and students of innovation and innovation management.


Innovations and New Technologies (v.2)

Innovations and New Technologies (v.2)
Author: Alexander Bolonkin
Publisher: Lulu.com
Total Pages: 450
Release: 2014-10-23
Genre: Technology & Engineering
ISBN: 1312622806

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In recent years of the 21st Century the author of this book and other scientists as well, have instigated and described many new ideas, researches, theories, macro-projects, USA and other countries patented concepts, speculative macro-engineering ideas, projects and other general innovations in technology and environment change. In aerospace these include air catapult transportation, hypersonic ground electric AB engine, protection of the Earth from asteroids and delivery of asteroids to the Earth, re-entry space apparatus to Earth, airborne wind turbines, electronic wind generator and propulsion, long distance shells, new self-propelled penetration bomb, inexpensive mini thermonuclear reactor, etc. In technology these include new ideas and innovation in space sciences and Earth technologies: Underground explosion nuclear energy; Electron hydro electric generator; Electron super speed hydro propulsion; Electric theory of tornado; Protection from tornado; and so on.


Handbook of the Economics of Innovation

Handbook of the Economics of Innovation
Author: Bronwyn H. Hall
Publisher: Elsevier
Total Pages: 803
Release: 2010-05-14
Genre: Business & Economics
ISBN: 0080931111

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Economists examine the genesis of technological change and the ways we commercialize and diffuse it. The economics of property rights and patents, in addition to industry applications, are also surveyed through literature reviews and predictions about fruitful research directions. Two volumes, available as a set or sold separately Expert articles consider the best ways to establish optimal incentives in technological progress Science and innovation, both their theories and applications, are examined at the intersections of the marketplace, policy, and social welfare Economists are only part of an audience that includes attorneys, educators, and anyone involved in new technologies


New Technologies and the Firm

New Technologies and the Firm
Author: Peter Swann
Publisher: Routledge
Total Pages: 398
Release: 2018-03-27
Genre:
ISBN: 9780815359418

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Cover page -- Halftitle page -- Title page -- Copyright page -- Title page -- Copyright page -- Contents -- List of figures -- List of tables -- Contributors -- Foreword -- Acknowledgements -- Introduction -- Part I The `core' - management of new technolog -- 1 Managing technological innovatio -- 2 Managing technology Organizing for competitive advantage -- 3 The performance of innovative small firms -- 4 Paradigms, strategies and the evolutionary basis of technological competition -- 5 Supplier-user relationships and the management of expertise in computer systems development -- Part II Skills and expertise in the workforce -- 6 New technologies, skills shortages and training strategies -- 7 Qualified scientists and engineers and economic performance -- Part III Markets and consumers -- 8 The diffusion of new technology: extensions to theory and evidence -- 9 Product marketing and sales in high-technology small firms -- 10 The speed of technology change and the development of marketstructure: semiconductors, PC software and biotechnology -- 11 The heart of where the home is The innovation process in consumer IT products -- Part IV Financing new technology -- 12 Internal and external financial constraints on investment in innovative technology -- 13 Accounting for R & D costs Does it matter? Perceptions of analysts and company management -- 14 R & D Intensity and Firm Finance: A US-UK Comparison -- Part V Collaboration in new technology -- 15 Management of international collaboration -- Summary and conclusions -- Bibliography of work arising from the Initiative -- Index


Business Innovation with New ICT in the Asia-Pacific: Case Studies

Business Innovation with New ICT in the Asia-Pacific: Case Studies
Author: Michitaka Kosaka
Publisher: Springer Nature
Total Pages: 409
Release: 2020-09-09
Genre: Business & Economics
ISBN: 9811576580

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This book clarifies the direction of business innovation using new ICT such as the Internet of things (IoT), artificial intelligence (AI), smartphones, and cloud computing through a series of case studies on successful trials and advanced businesses in the Asia-Pacific where many industry sectors have been growing successfully in the 21st century. ICT has been playing an important role in value creation for customers and in profit generation for providers, contributing to various service innovation and business innovation. Now, digitalization using IoT and AI provides solutions to address various issues in the human society, which is transforming services and businesses in the 21st century. “What is the direction of the business innovation using new ICT?” is a highly concerned question for business researchers and practitioners. Aiming to answer the question, this book conducts a number of cases studies in the Asia-Pacific region, including the Mainland China, Taiwan, Japan, Malaysia, Vietnam, as well as Australia. Among the studies, there are 4 cases from ICT providers, 4 cases from traditional and services, and 6 cases from new ICT applications and businesses. Each case analyzes social needs and human desires, new value created, roles of new technologies, processes and difficulties in developing new businesses, the relationship among customers, providers, and stakeholders, value chain co-creation and optimization, factors of success, and business models. Finally, the direction of business innovation with new ICT in the Asia-Pacific is suggested by summarizing the findings from the case studies through the lens of the theoretical analysis in service science.


Trends and Innovations in Information Systems and Technologies

Trends and Innovations in Information Systems and Technologies
Author: Álvaro Rocha
Publisher: Springer Nature
Total Pages: 854
Release: 2020-06-07
Genre: Technology & Engineering
ISBN: 3030456919

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This book gathers selected papers presented at the 2020 World Conference on Information Systems and Technologies (WorldCIST’20), held in Budva, Montenegro, from April 7 to 10, 2020. WorldCIST provides a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences with and challenges regarding various aspects of modern information systems and technologies. The main topics covered are A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; and N) Technologies for Biomedical Applications.


R&D Management in the Knowledge Era

R&D Management in the Knowledge Era
Author: Tuğrul Daim
Publisher: Springer
Total Pages: 626
Release: 2019-06-24
Genre: Business & Economics
ISBN: 3030154092

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This volume explores emerging models, methods and tools in the management of research and development (R&D) in the knowledge era, with a particular focus on the challenges of the emerging technologies. The contributions are organized in five parts. Part I, Managing Emerging Technologies, provides methods and tools to understand the challenges created by the emergence of new technologies. Part II, Technology and Engineering Management Tools and Policies, explores different technology and engineering tools, including topics such as product concept development, design, selection and adoption, using technology roadmaps and bibliometrics. Part III, Technological Innovation and Entrepreneurship, explores R&D, knowledge transfer and entrepreneurial education. Part IV, Commercialization of Technological Innovations, explores the development and application of the technology transfer process which allows managers to succeed in commercializing the outcomes of R&D projects. Part V, Managing the Engineering Enterprise, explores the effect economic decision-making, leadership styles, change management and quality management have on an organization’s ability to plan and execute initiatives and projects. Research and Development has always played a critical role in the engineering and technology focused industries. In an era of big data and smart applications, knowledge has become a key enabler for R&D. Managing R&D in the knowledge era requires use of key tools and methods. However, emerging technologies pose many challenges and cause uncertainties or discontinuities, which make the task of managing R&D even more difficult. This book will examine these challenges and provide tools and methods to overcome them. Exploring such industries as automotive, healthcare, business intelligence, energy and home appliances, this book is a valuable resource for academics, scholars, professionals and leaders in innovation, R&D, technology, and engineering management.


Permissionless Innovation: The Continuing Case for Comprehensive Technological Freedom

Permissionless Innovation: The Continuing Case for Comprehensive Technological Freedom
Author: Adam Thierer
Publisher: Mercatus Center at George Mason University
Total Pages: 236
Release: 2016-03-15
Genre: Technology & Engineering
ISBN: 1942951248

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Will innovators be forced to seek the blessing of public officials before they develop and deploy new devices and services, or will they be generally left free to experiment with new technologies and business models? In this book, Adam Thierer argues that if the former disposition, “the precautionary principle,” trumps the latter, “permissionless innovation,” the result will be fewer services, lower-quality goods, higher prices, diminished economic growth, and a decline in the overall standard of living. When public policy is shaped by “precautionary principle” reasoning, it poses a serious threat to technological progress, economic entrepreneurialism, and long-run prosperity. By contrast, permissionless innovation has fueled the success of the Internet and much of the modern tech economy in recent years, and it is set to power the next great industrial revolution—if we let it.