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Author: Proceedings of the Sixth Convocation of The Council of Academies of Engineering and Technological Sciences Publisher: National Academies Press ISBN: 9780309038423 Category : Political Science Languages : en Pages : 224
Book Description
The technological revolution has reached around the world, with important consequences for business, government, and the labor market. Computer-aided design, telecommunications, and other developments are allowing small players to compete with traditional giants in manufacturing and other fields. In this volume, 16 engineering and industrial experts representing eight countries discuss the growth of technological advances and their impact on specific industries and regions of the world. From various perspectives, these distinguished commentators describe the practical aspects of technology's reach into business and trade.
Author: Proceedings of the Sixth Convocation of The Council of Academies of Engineering and Technological Sciences Publisher: National Academies Press ISBN: 9780309038423 Category : Political Science Languages : en Pages : 224
Book Description
The technological revolution has reached around the world, with important consequences for business, government, and the labor market. Computer-aided design, telecommunications, and other developments are allowing small players to compete with traditional giants in manufacturing and other fields. In this volume, 16 engineering and industrial experts representing eight countries discuss the growth of technological advances and their impact on specific industries and regions of the world. From various perspectives, these distinguished commentators describe the practical aspects of technology's reach into business and trade.
Author: Kevin P. Murphy Publisher: MIT Press ISBN: 0262018020 Category : Computers Languages : en Pages : 1102
Book Description
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Author: National Academies of Sciences, Engineering, and Medicine Publisher: National Academies Press ISBN: 0309454050 Category : Computers Languages : en Pages : 199
Book Description
Recent years have yielded significant advances in computing and communication technologies, with profound impacts on society. Technology is transforming the way we work, play, and interact with others. From these technological capabilities, new industries, organizational forms, and business models are emerging. Technological advances can create enormous economic and other benefits, but can also lead to significant changes for workers. IT and automation can change the way work is conducted, by augmenting or replacing workers in specific tasks. This can shift the demand for some types of human labor, eliminating some jobs and creating new ones. Information Technology and the U.S. Workforce explores the interactions between technological, economic, and societal trends and identifies possible near-term developments for work. This report emphasizes the need to understand and track these trends and develop strategies to inform, prepare for, and respond to changes in the labor market. It offers evaluations of what is known, notes open questions to be addressed, and identifies promising research pathways moving forward.
Author: Klaus Schwab Publisher: Crown Currency ISBN: 1524758876 Category : Business & Economics Languages : en Pages : 194
Book Description
World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolution, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wearable sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manufacturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individuals. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frameworks that advance progress.
Author: Robert C. Feenstra Publisher: University of Chicago Press ISBN: 0226239640 Category : Political Science Languages : en Pages : 420
Book Description
Since the early 1980s, the U.S. economy has experienced a growing wage differential: high-skilled workers have claimed an increasing share of available income, while low-skilled workers have seen an absolute decline in real wages. How and why this disparity has arisen is a matter of ongoing debate among policymakers and economists. Two competing theories have emerged to explain this phenomenon, one focusing on international trade and labor market globalization as the driving force behind the devaluation of low-skill jobs, and the other focusing on the role of technological change as a catalyst for the escalation of high-skill wages. This collection brings together innovative new ideas and data sources in order to provide more satisfying alternatives to the trade versus technology debate and to assess directly the specific impact of international trade on U.S. wages. This timely volume offers a thorough appraisal of the wage distribution predicament, examining the continued effects of technology and globalization on the labor market.
Author: Michael G. Plummer Publisher: Asian Development Bank ISBN: 9290921978 Category : Political Science Languages : en Pages : 194
Book Description
This publication displays the menu for choice of available methods to evaluate the impact of Free Trade Agreements (FTAs). It caters mainly to policy makers from developing countries and aims to equip them with some economic knowledge and techniques that will enable them to conduct their own economic evaluation studies on existing or future FTAs, or to critically re-examine the results of impact assessment studies conducted by others, at the very least.
Author: Robinson, Sherman Publisher: Intl Food Policy Res Inst ISBN: Category : Political Science Languages : en Pages : 108
Book Description
The International Food Policy Research Institute’s IMPACT model is a robust tool for analyzing global and regional challenges in food, agriculture, and natural resources. Continuously updated and refined, IMPACT version 3.6 is the latest update to the model for continuously improving the treatment of complex issues, including climate change, food security, and economic development. IMPACT 3.6 multimarket model integrates climate, crop simulation, and water models into a comprehensive system, providing decision-makers with a flexible platform to assess the potential impacts of various scenarios on biophysical systems, socioeconomic trends, technologies, and policies.
Author: Proceedings of the Sixth Convocation of The Council of Academies of Engineering and Technological Sciences
Author: Proceedings of the Sixth Convocation of The Council of Academies of Engineering and Technological Sciences
Author: Geoff Turner
Author: Kevin P. Murphy
Author: National Academies of Sciences, Engineering, and Medicine
Author: 
Author: Dorothy Leonard-Barton
Author: Klaus Schwab
Author: Robert C. Feenstra
Author: Michael G. Plummer
Author: Robinson, Sherman