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An Intuitive Exploration of Artificial Intelligence

An Intuitive Exploration of Artificial Intelligence
Author: Simant Dube
Publisher: Springer Nature
Total Pages: 355
Release: 2021-06-21
Genre: Computers
ISBN: 3030686248
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This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future. An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author's own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential. The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI, practitioners and researchers will equally benefit from the book.

Artificial Intuition

Artificial Intuition
Author: Carlos Perez
Publisher: Createspace Independent Publishing Platform
Total Pages: 394
Release: 2018-01-15
Genre:
ISBN: 9781983895647
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I challenge you to find a field as interesting and exciting as Deep Learning. This book is a spin-off from my previous book "The Deep Learning AI Playbook." The Playbook was meant for a professional audience. This is targeted to a much wider audience. There are two kinds of audiences, those looking to explore and those looking to optimize. There are two ways to learn, learning by exploration and learning by exploitation. This book is about exploration into the emerging field of Deep Learning. It's more like a popular science book and less of a business book. It's not going to provide any practical advice of how to use or deploy Deep Learning. However, it's a book that will explore this new field in many more perspectives. So at the very least, you'll walk away with the ability to hold a very informative and impressive conversation about this unique subject. It's my hope that having less constraints on what I can express can lead to a more insightful and novel book. There are plenty of ideas that are either too general or too speculative to fit within a business oriented book. With a business book, you always want to manage expectations. Artificial Intelligence is one of those topics that you want to keep speaking in a conservative manner. That's one reason I felt the need for this book. Perhaps the freedom to be more liberal can give readers more ideas as where this field is heading. Also, it's not just business that needs to understand Deep Learning. We are all going to be profoundly impacted by this new kind of Artificial Intelligence and it is critical we all develop at least a good intuition of how it will change the world.The images in the front cover are all generated using Deep Learning technology.

Artificial Intelligence and Quantum Computing for Advanced Wireless Networks

Artificial Intelligence and Quantum Computing for Advanced Wireless Networks
Author: Savo G. Glisic
Publisher: John Wiley & Sons
Total Pages: 884
Release: 2022-04-13
Genre: Technology & Engineering
ISBN: 111979031X
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ARTIFICIAL INTELLIGENCE AND QUANTUM COMPUTING FOR ADVANCED WIRELESS NETWORKS A comprehensive presentation of the implementation of artificial intelligence and quantum computing technology in large-scale communication networks Increasingly dense and flexible wireless networks require the use of artificial intelligence (AI) for planning network deployment, optimization, and dynamic control. Machine learning algorithms are now often used to predict traffic and network state in order to reserve resources for smooth communication with high reliability and low latency. In Artificial Intelligence and Quantum Computing for Advanced Wireless Networks, the authors deliver a practical and timely review of AI-based learning algorithms, with several case studies in both Python and R. The book discusses the game-theory-based learning algorithms used in decision making, along with various specific applications in wireless networks, like channel, network state, and traffic prediction. Additional chapters include Fundamentals of ML, Artificial Neural Networks (NN), Explainable and Graph NN, Learning Equilibria and Games, AI Algorithms in Networks, Fundamentals of Quantum Communications, Quantum Channel, Information Theory and Error Correction, Quantum Optimization Theory, and Quantum Internet, to name a few. The authors offer readers an intuitive and accessible path from basic topics on machine learning through advanced concepts and techniques in quantum networks. Readers will benefit from: A thorough introduction to the fundamentals of machine learning algorithms, including linear and logistic regression, decision trees, random forests, bagging, boosting, and support vector machines An exploration of artificial neural networks, including multilayer neural networks, training and backpropagation, FIR architecture spatial-temporal representations, quantum ML, quantum information theory, fundamentals of quantum internet, and more Discussions of explainable neural networks and XAI Examinations of graph neural networks, including learning algorithms and linear and nonlinear GNNs in both classical and quantum computing technology Perfect for network engineers, researchers, and graduate and masters students in computer science and electrical engineering, Artificial Intelligence and Quantum Computing for Advanced Wireless Networks is also an indispensable resource for IT support staff, along with policymakers and regulators who work in technology.

The Intuitive Algorithm

The Intuitive Algorithm
Author: Abraham Thomas
Publisher:
Total Pages: 192
Release: 2004
Genre: Intuition
ISBN: 9788190236102
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Becoming Artificial

Becoming Artificial
Author: Danial Sonik
Publisher: Andrews UK Limited
Total Pages: 142
Release: 2020-11-24
Genre: Computers
ISBN: 1788360524
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Becoming Artificial is a collection of essays about the nature of humanity, technology, artifice, and the irreducible connections between them. Artificial Intelligence (AI) was once the stuff of pure fantasy. Ideas about machines that could think seemed as plausible as space travel or inexpensive communication technology. The last two decades have introduced a number of game-changing innovations that make discussion of AI no longer a mere armchair speculation, but rather a serious topic of debate for everyone who will be affected, from policy makers to an increasingly displaced workforce. The growth in power of AI algorithms and systems has sparked many thought-provoking questions: Is there something fundamental to being human or are humans simply biological computers? Will AI continue to assist us or eventually enslave us? Can self-driving cars be legally responsible for their actions? And most importantly, how can we chart a path for AI that ensures a humane and beneficial future for society?

Generative AI

Generative AI
Author: Martin Musiol
Publisher: John Wiley & Sons
Total Pages: 315
Release: 2023-01-08
Genre: Business & Economics
ISBN: 1394205945
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An engaging and essential discussion of generative artificial intelligence In Generative AI: Navigating the Course to the Artificial General Intelligence Future, celebrated author Martin Musiol—founder and CEO of generativeAI.net and GenAI Lead for Europe at Infosys—delivers an incisive and one-of-a-kind discussion of the current capabilities, future potential, and inner workings of generative artificial intelligence. In the book, you'll explore the short but eventful history of generative artificial intelligence, what it's achieved so far, and how it's likely to evolve in the future. You'll also get a peek at how emerging technologies are converging to create exciting new possibilities in the GenAI space. Musiol analyzes complex and foundational topics in generative AI, breaking them down into straightforward and easy-to-understand pieces. You'll also find: Bold predictions about the future emergence of Artificial General Intelligence via the merging of current AI models Fascinating explorations of the ethical implications of AI, its potential downsides, and the possible rewards Insightful commentary on Autonomous AI Agents and how AI assistants will become integral to daily life in professional and private contexts Perfect for anyone interested in the intersection of ethics, technology, business, and society—and for entrepreneurs looking to take advantage of this tech revolution—Generative AI offers an intuitive, comprehensive discussion of this fascinating new technology.

The Age of Artificial Intelligence: An Exploration

The Age of Artificial Intelligence: An Exploration
Author: Steven S. Gouveia
Publisher: Vernon Press
Total Pages: 402
Release: 2020-07-07
Genre: Computers
ISBN: 1622739574
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With worldwide spending estimates of over $97 billion by 2023, it is no surprise that Artificial Intelligence (A.I.) is one of the hottest topics at present in both the private and public spheres. Comprising of vital contributions from the most influential researchers in the field, including Daniel Dennett, Roman V. Yampolskiy, Frederic Gilbert, Stevan Harnad, David Pearce, Natasha Vita-More, Vernon Vinge and Ben Goertzel, ‘The Age of Artificial Intelligence: An Exploration’ discusses a variety of topics ranging from the various ethical issues associated with A.I. based technologies in terms of morality and law to subjects related to artificial consciousness, artistic creativity and intelligence. The volume is organized as follows: Section I is dedicated to reflections on the Intelligence of A.I., with chapters by Soenke Ziesche and Roman V. Yampolskiy, Stevan Harnad, Daniel Dennett and David Pearce. Next, Section II discusses the relationship between consciousness, simulation and artificial intelligence, with chapters by Gabriel Axel Montes and Ben Goertzel, Cody Turner, Nicole Hall and Steven S. Gouveia. Section III, dedicated to aesthetical creativity and language in artificial intelligence, includes chapters by Caterina Moruzzi, René Mogensen, Mariana Chinellato Ferreira and Kulvinder Panesar. The subsequent Section IV is on the Ethics of the Bionic Brain with the participation of Peter A. DePergola II, Tomislav Miletić and Frederic Gilbert, Aníbal M. Astobiza, Txetxu Ausin, Ricardo M. Ferrer and Stephen Rainey and Natasha Vita-More. Finally, Section V follows on the Ethics of Artificial Intelligence with chapters by Federico Pistono and Roman V. Yamploskiy, Hasse Hämäläinen, Vernon Vinge and Eray Özkural. The Age of Artificial Intelligence is imminent, if not here already. We should ensure that we invest in the right people and the right ideas to create the best possible solutions to the problems of the present and prepare for those of the future. This edited volume will be of particular interest to researchers in the field of A.I. as well of those in Cognitive Science (Philosophy of the Mind, Neuroscience, and Linguistics), Aesthetics and Arts, Applied Ethics and Political Philosophy / Law. Students studying the aforementioned topics can also benefit from its contents.

The Art of Algorithms

The Art of Algorithms
Author: Ilee DeSoto
Publisher: eBookIt.com
Total Pages: 112
Release: 2024-03-21
Genre: Computers
ISBN: 145664758X
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Discover the Fusion of Art and Technology: A Journey into AI's Impact on Creativity In the rapidly evolving landscape of technology and creativity, "The Art of Algorithms: Exploring AI in Creative Industries" emerges as a pivotal guide for artists, designers, writers, and creators at the forefront of digital innovation. This compelling book delves into the transformative role of artificial intelligence in pushing the boundaries of human imagination and redefining the creative process. Embark on a journey through the intriguing world where technology meets artistry. From the rise of AI in various creative fields to the practical applications transforming art, design, writing, and more, this book offers a comprehensive exploration of the symbiotic relationship between AI and creative endeavors. Discover how AI tools are revolutionizing graphic design, enabling artists to generate innovative visuals and automate routine tasks. Dive into the future of content creation with AI-powered writing assistants that enhance efficiency and creativity, paving the way for personalized content that resonates with audiences. Witness the profound impact of AI on photography, from enhancing images to storytelling through advanced editing tools. In the realm of web design, filmmaking, and video editing, learn how AI is streamlining processes, customizing content for viewers, and transforming video production. Advertising and marketing professionals will uncover AI-driven strategies for creating effective campaigns, targeting, and analyzing consumer behavior to predict trends. Furthermore, this book does not shy away from the ethical considerations accompanying AI in creativity. It addresses pressing concerns such as bias, copyright issues, and encourages a balanced approach to leveraging AI while fostering human creativity. Concluding with inspiring case studies, "The Art of Algorithms" showcases success stories and pioneers who have embraced AI to achieve remarkable feats in creativity. Whether you're an aspiring artist curious about AI or a seasoned creator seeking to stay ahead in a rapidly evolving field, this book equips you with the knowledge, insights, and inspiration to explore new horizons in creativity. Prepare for the future by embracing AI as a creative partner and unlock the full potential of your artistic expression. "The Art of Algorithms: Exploring AI in Creative Industries" invites you to redefine the boundaries of what's possible, pushing you to envision a future where creativity and technology harmoniously intersect. Start this awe-inspiring exploration today and shape the future of creativity in the age of AI.

Beyond 0 & 1

Beyond 0 & 1
Author:
Publisher: Kolonitski
Total Pages: 17
Release: 2023-06-30
Genre: Art
ISBN:
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"Beyond 0 and 1: A Journey into the World of Artificial Intelligence" takes readers on an enlightening and comprehensive journey through the realm of artificial intelligence (AI). This book is an indispensable guide for anyone interested in understanding AI, its history, principles, and impact on our everyday lives. Beginning with an exploration of AI's portrayal in science fiction, the book traces the birth and evolution of AI, from its early concepts to the groundbreaking advancements of the 21st century. It delves into key AI technologies, including machine learning, deep learning, neural networks, and natural language processing. The book simplifies complex ideas, providing a clear understanding of the inner workings of AI systems, how they learn, and their capacity for decision-making and problem-solving. It further illuminates the role of AI in our daily lives, demonstrating its widespread applications, from social media algorithms to self-driving cars. Furthermore, the book investigates AI's societal implications, addressing questions of ethics, privacy, and the potential of AI-enhanced decision-making. It presents a well-rounded view of the benefits and challenges that come with the increasing integration of AI into our world. Written in a style that is accessible to the layperson yet insightful for the tech enthusiast, "Beyond 0 and 1" offers a thorough and engaging exploration of the world of AI. It stands as an essential read for those seeking to understand the ongoing AI revolution and its profound influence on our future.

Deep Reinforcement Learning

Deep Reinforcement Learning
Author: Mohit Sewak
Publisher: Springer
Total Pages: 203
Release: 2019-06-27
Genre: Computers
ISBN: 9811382859
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This book starts by presenting the basics of reinforcement learning using highly intuitive and easy-to-understand examples and applications, and then introduces the cutting-edge research advances that make reinforcement learning capable of out-performing most state-of-art systems, and even humans in a number of applications. The book not only equips readers with an understanding of multiple advanced and innovative algorithms, but also prepares them to implement systems such as those created by Google Deep Mind in actual code. This book is intended for readers who want to both understand and apply advanced concepts in a field that combines the best of two worlds – deep learning and reinforcement learning – to tap the potential of ‘advanced artificial intelligence’ for creating real-world applications and game-winning algorithms.