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Author: Amy K. Glasmeier
Publisher: SUNY Press
ISBN: 9780791422007
Category : Social Science
Languages : en
Pages : 324
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Book Description
Through an analysis of national data and detailed case studies, From Combines to Computers examines how the transition to a service economy is playing out for rural America. It answers two important questions: Will services fill the gap left by lost farming, manufacturing, and mining jobs? And will services stabilize, even revitalize, rural areas? Glasmeier and Howland document the intraregional spatial patterns and trends of services in the national economy, compare services in urban and rural communities, and identify the potential and limitations of rural development strategies based on services. In particular, they document the growing dominance of branch plants, the displacement of mom-and-pop enterprises, and the declining access to services for residents in the least populated rural areas. The authors conclude that services are unlikely to be the basis of widespread sustainable development unless policies are designed to help firms and communities compete successfully in an increasingly global and information-based economy
Author: Amy K. Glasmeier
Publisher: SUNY Press
ISBN: 9780791422007
Category : Social Science
Languages : en
Pages : 324
Get Book Here
Book Description
Through an analysis of national data and detailed case studies, From Combines to Computers examines how the transition to a service economy is playing out for rural America. It answers two important questions: Will services fill the gap left by lost farming, manufacturing, and mining jobs? And will services stabilize, even revitalize, rural areas? Glasmeier and Howland document the intraregional spatial patterns and trends of services in the national economy, compare services in urban and rural communities, and identify the potential and limitations of rural development strategies based on services. In particular, they document the growing dominance of branch plants, the displacement of mom-and-pop enterprises, and the declining access to services for residents in the least populated rural areas. The authors conclude that services are unlikely to be the basis of widespread sustainable development unless policies are designed to help firms and communities compete successfully in an increasingly global and information-based economy
Author: Luiz Moutinho
Publisher: Routledge
ISBN: 1136242856
Category : Business & Economics
Languages : en
Pages : 698
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Book Description
The Routledge Companion to the Future of Marketing provides the reader with a comprehensive and original set of visionary insights into the future of marketing. This prestigious collection aims to challenge the mindset of academics, moving their thinking processes from current thinking into new perspectives and advances in marketing knowledge. Selected Contents: Part 1: New Paradigms and Philosophical Insights Part 2: Contributions from other Scientific Fields Part 3: Reconnecting with Consumers and Markets Part 4: New Methodological Insights in Scholarly Research in the Field
Author: V Kishore Ayyadevara
Publisher: Packt Publishing Ltd
ISBN: 1803240938
Category : Computers
Languages : en
Pages : 747
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Book Description
The definitive computer vision book is back, featuring the latest neural network architectures and an exploration of foundation and diffusion models Purchase of the print or Kindle book includes a free eBook in PDF format Key Features Understand the inner workings of various neural network architectures and their implementation, including image classification, object detection, segmentation, generative adversarial networks, transformers, and diffusion models Build solutions for real-world computer vision problems using PyTorch All the code files are available on GitHub and can be run on Google Colab Book DescriptionWhether you are a beginner or are looking to progress in your computer vision career, this book guides you through the fundamentals of neural networks (NNs) and PyTorch and how to implement state-of-the-art architectures for real-world tasks. The second edition of Modern Computer Vision with PyTorch is fully updated to explain and provide practical examples of the latest multimodal models, CLIP, and Stable Diffusion. You’ll discover best practices for working with images, tweaking hyperparameters, and moving models into production. As you progress, you'll implement various use cases for facial keypoint recognition, multi-object detection, segmentation, and human pose detection. This book provides a solid foundation in image generation as you explore different GAN architectures. You’ll leverage transformer-based architectures like ViT, TrOCR, BLIP2, and LayoutLM to perform various real-world tasks and build a diffusion model from scratch. Additionally, you’ll utilize foundation models' capabilities to perform zero-shot object detection and image segmentation. Finally, you’ll learn best practices for deploying a model to production. By the end of this deep learning book, you'll confidently leverage modern NN architectures to solve real-world computer vision problems.What you will learn Get to grips with various transformer-based architectures for computer vision, CLIP, Segment-Anything, and Stable Diffusion, and test their applications, such as in-painting and pose transfer Combine CV with NLP to perform OCR, key-value extraction from document images, visual question-answering, and generative AI tasks Implement multi-object detection and segmentation Leverage foundation models to perform object detection and segmentation without any training data points Learn best practices for moving a model to production Who this book is for This book is for beginners to PyTorch and intermediate-level machine learning practitioners who want to learn computer vision techniques using deep learning and PyTorch. It's useful for those just getting started with neural networks, as it will enable readers to learn from real-world use cases accompanied by notebooks on GitHub. Basic knowledge of the Python programming language and ML is all you need to get started with this book. For more experienced computer vision scientists, this book takes you through more advanced models in the latter part of the book.
Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 368
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Book Description
Author: Daniel Doll-Steinberg
Publisher: John Wiley & Sons
ISBN: 1394209916
Category : Business & Economics
Languages : en
Pages : 260
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Book Description
How a broad range of new immensely powerful technologies is disrupting and transforming every corner of our reality—and why you must act and adapt Unsupervised: Navigating and Influencing a World Controlled by Powerful New Technologies examines the fast-emerging technologies and tools that are already starting to completely revolutionize our world. Beyond that, the book takes an in-depth look at how we have arrived at this dizzying point in our history, who holds the reins of these formidable technologies, mostly without any supervision. It explains why we as business leaders, entrepreneurs, academics, educators, lawmakers, investors or users and all responsible citizens must act now to influence and help oversee the future of a technological world. Quantum computing, artificial intelligence, blockchain, decentralization, virtual and augmented reality, and permanent connectivity are just a few of the technologies and trends considered, but the book delves much deeper, too. You'll find a thorough analysis of energy and medical technologies, as well as cogent predictions for how new tech will redefine your work, your money, your entertainment, your transportation and your home and cities, and what you need to know to harness and prosper from these technologies. Authors Daniel Doll-Steinberg and Stuart Leaf draw on their decades of building and implementing disruptive technologies, investing and deploying funds, and advising business leaders, governments and supranational bodies on change management, the future of work, innovation and disruption, education and the economy to consider how every area of our lives, society, economy and government will likely witness incredible changes in the coming decade. When we look just a bit further into the future, we can see that the task facing us is to completely reinvent life as we know it—work, resources, war, and even humanity itself will undergo redefinition, thanks to these new and emerging tools. In Unsupervised, you'll consider what these redefinitions might look like, and how we as individuals, and part of society, can prevent powerful new technologies from falling into the wrong hands or be built to harm us. Get a primer on the foundational technologies that are reshaping business, pleasure, and life as we know it Learn about the lesser known, yet astonishing, technologies set to revolutionize medicine, agriculture, and beyond Consider the potential impact of new tech across business sectors—and what it means for you Gain the knowledge and inspiration you need to harness your own power and push the future in the direction of good for all of us not just the few Explore the best ways to invest in the changes these technologies of the future will bring about This is a remarkably thorough and comprehensive look at the future of technology and everything it touches. Shining a light on many unsupervised technologies and their unsupervised oligarchy of masters.
Author: Vittorio Ferretti
Publisher: Springer Science & Business Media
ISBN: 3642980902
Category : Technology & Engineering
Languages : en
Pages : 1120
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Book Description
Since the first edition was published, new technologies have come up, especially in the area of convergence of Computing and Communications, accompanied by a lot of new technical terms. This second expanded and updated edition has been worked out to cope with this situation. The number of entries has been incremented by 35%. With about 159,000 entries, this dictionary offers a valuable guide to navigate through the entanglement of German and English terminology. The lexicographic concept (indication of the subject field for every term, short definitions, references to synonyms, antonyms, general and derivative terms) has been maintained, as well as the tabular layout.
Author: Roberto Moreno-Diaz
Publisher: Springer Science & Business Media
ISBN: 354042959X
Category : Computers
Languages : en
Pages : 680
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Book Description
This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Computer Aided Systems Theory, EUROCAST 2001, held in Las Palmas de Gran Canaria, Spain in February 2001. The 48 revised full papers presented together with two invited papers were carefully selected during two rounds of reviewing and revision. The book offers topical sections on computer aided systems theory, mathematical and logical formalisms, information and decision, complexity, neural-like computation, automation and control, computer algebra and automated theorem proving, and functional programming and lambda calculus.
Author: United States. Internal Revenue Service
Publisher:
ISBN:
Category : Tax administration and procedure
Languages : en
Pages : 532
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Book Description
Author: Ellis Horowitz
Publisher: Macmillan
ISBN: 9780716783152
Category : Computers
Languages : en
Pages : 800
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Book Description
The author team that established its reputation nearly twenty years ago with Fundamentals of Computer Algorithms offers this new title, available in both pseudocode and C++ versions. Ideal for junior/senior level courses in the analysis of algorithms, this well-researched text takes a theoretical approach to the subject, creating a basis for more in-depth study and providing opportunities for hands-on learning. Emphasizing design technique, the text uses exciting, state-of-the-art examples to illustrate design strategies.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 160
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Book Description
