Author: Alistair Maxwell, PhD
Publisher: AGI Publishing
ISBN:
Category : Biography & Autobiography
Languages : en
Pages : 426
Book Description
"Inside Nvidia: Jensen Huang's Vision for Artificial Intelligence" by Dr. Alistair Maxwell, PhD, is a comprehensive exploration of Nvidia's journey from a fledgling graphics card company to a global leader in AI technology. Through meticulous research and insightful analysis, Dr. Maxwell delves into the strategic decisions and visionary leadership of Jensen Huang, the co-founder and CEO of Nvidia. This book provides readers with an in-depth understanding of how Nvidia has revolutionized industries ranging from gaming to healthcare with its cutting-edge GPUs and AI advancements. It covers the company's strategic acquisitions, partnerships, and innovations that have positioned it at the forefront of the AI revolution. Dr. Maxwell also explains complex AI concepts, making them accessible to the average reader, and explores the ethical considerations and future prospects of AI technology. From the architecture of Nvidia’s GPUs to their applications in autonomous vehicles, healthcare, and beyond, "Inside Nvidia" is a must-read for anyone interested in the intersection of technology, business, and artificial intelligence. Published by AGI Publishing, this book is not only a detailed account of Nvidia’s past and present but also a visionary look at the future of AI and its potential to transform our world. Available now on Google Play, this book is perfect for technology enthusiasts, business leaders, and anyone curious about the future of AI. Dive into the fascinating story of Nvidia and discover how Jensen Huang's vision is shaping the future of artificial intelligence.
Inside Nvidia: Jensen Huang's Vision for Artificial Intelligence
Author: Alistair Maxwell, PhD
Publisher: AGI Publishing
ISBN:
Category : Biography & Autobiography
Languages : en
Pages : 426
Book Description
"Inside Nvidia: Jensen Huang's Vision for Artificial Intelligence" by Dr. Alistair Maxwell, PhD, is a comprehensive exploration of Nvidia's journey from a fledgling graphics card company to a global leader in AI technology. Through meticulous research and insightful analysis, Dr. Maxwell delves into the strategic decisions and visionary leadership of Jensen Huang, the co-founder and CEO of Nvidia. This book provides readers with an in-depth understanding of how Nvidia has revolutionized industries ranging from gaming to healthcare with its cutting-edge GPUs and AI advancements. It covers the company's strategic acquisitions, partnerships, and innovations that have positioned it at the forefront of the AI revolution. Dr. Maxwell also explains complex AI concepts, making them accessible to the average reader, and explores the ethical considerations and future prospects of AI technology. From the architecture of Nvidia’s GPUs to their applications in autonomous vehicles, healthcare, and beyond, "Inside Nvidia" is a must-read for anyone interested in the intersection of technology, business, and artificial intelligence. Published by AGI Publishing, this book is not only a detailed account of Nvidia’s past and present but also a visionary look at the future of AI and its potential to transform our world. Available now on Google Play, this book is perfect for technology enthusiasts, business leaders, and anyone curious about the future of AI. Dive into the fascinating story of Nvidia and discover how Jensen Huang's vision is shaping the future of artificial intelligence.
Publisher: AGI Publishing
ISBN:
Category : Biography & Autobiography
Languages : en
Pages : 426
Book Description
"Inside Nvidia: Jensen Huang's Vision for Artificial Intelligence" by Dr. Alistair Maxwell, PhD, is a comprehensive exploration of Nvidia's journey from a fledgling graphics card company to a global leader in AI technology. Through meticulous research and insightful analysis, Dr. Maxwell delves into the strategic decisions and visionary leadership of Jensen Huang, the co-founder and CEO of Nvidia. This book provides readers with an in-depth understanding of how Nvidia has revolutionized industries ranging from gaming to healthcare with its cutting-edge GPUs and AI advancements. It covers the company's strategic acquisitions, partnerships, and innovations that have positioned it at the forefront of the AI revolution. Dr. Maxwell also explains complex AI concepts, making them accessible to the average reader, and explores the ethical considerations and future prospects of AI technology. From the architecture of Nvidia’s GPUs to their applications in autonomous vehicles, healthcare, and beyond, "Inside Nvidia" is a must-read for anyone interested in the intersection of technology, business, and artificial intelligence. Published by AGI Publishing, this book is not only a detailed account of Nvidia’s past and present but also a visionary look at the future of AI and its potential to transform our world. Available now on Google Play, this book is perfect for technology enthusiasts, business leaders, and anyone curious about the future of AI. Dive into the fascinating story of Nvidia and discover how Jensen Huang's vision is shaping the future of artificial intelligence.
Mechanism Design, Behavioral Science and Artificial Intelligence in International Relations
Author: Tshilidzi Marwala
Publisher: Elsevier
ISBN: 0443239835
Category : Mathematics
Languages : en
Pages : 314
Book Description
Recent advances in AI and Mechanism Design provide a vital tool for solving collective action problems, common in international relations. By using AI to optimize mechanisms for cooperation and coordination, we can better address issues such as climate change, trade, and security. Mechanism Design, Behavioral Science and Artificial Intelligence in International Relations shows readers how the intersection of Mechanism Design and Artificial Intelligence is revolutionizing the way we approach international relations. By using AI to optimize mechanisms, we can design better institutions, policies, and agreements that are more effective and efficient. Dr. Tshilidzi Marwala, United Nations University Rector and UN Under-Secretary General, presents the essential technologies used in Game Theory, Mechanism Design and AI and applies these to significant global issues such as interstate conflict, cybersecurity, and energy. International relations are a complex field, with many different actors and interests in play. By incorporating AI into our analysis and decision-making processes, we can better understand and predict the behavior of multiple actors and design mechanisms that take these behaviors into account, thereby producing more desirable and creative interdisciplinary approaches. The book presents real-world applications of these rapidly evolving technologies in crucial research fields such as Interstate Conflict, International Trade, Climate Change, Water management, Energy, cybersecurity, and global finance. - Provides insights for computer scientists, researchers, practitioners, and policymakers on how to develop practical tools to solve many complex problems in international relations, such as climate change, cybersecurity, and interstate conflict - Presents the necessary computer science, mathematical methods, and techniques in AI, game theory, mechanism design, and algorithm development - Includes real-world applications of AI and mechanism design in a wide variety of research topics, such as international conflict, international trade, climate change, water management, energy management, cybersecurity, and global finance
Publisher: Elsevier
ISBN: 0443239835
Category : Mathematics
Languages : en
Pages : 314
Book Description
Recent advances in AI and Mechanism Design provide a vital tool for solving collective action problems, common in international relations. By using AI to optimize mechanisms for cooperation and coordination, we can better address issues such as climate change, trade, and security. Mechanism Design, Behavioral Science and Artificial Intelligence in International Relations shows readers how the intersection of Mechanism Design and Artificial Intelligence is revolutionizing the way we approach international relations. By using AI to optimize mechanisms, we can design better institutions, policies, and agreements that are more effective and efficient. Dr. Tshilidzi Marwala, United Nations University Rector and UN Under-Secretary General, presents the essential technologies used in Game Theory, Mechanism Design and AI and applies these to significant global issues such as interstate conflict, cybersecurity, and energy. International relations are a complex field, with many different actors and interests in play. By incorporating AI into our analysis and decision-making processes, we can better understand and predict the behavior of multiple actors and design mechanisms that take these behaviors into account, thereby producing more desirable and creative interdisciplinary approaches. The book presents real-world applications of these rapidly evolving technologies in crucial research fields such as Interstate Conflict, International Trade, Climate Change, Water management, Energy, cybersecurity, and global finance. - Provides insights for computer scientists, researchers, practitioners, and policymakers on how to develop practical tools to solve many complex problems in international relations, such as climate change, cybersecurity, and interstate conflict - Presents the necessary computer science, mathematical methods, and techniques in AI, game theory, mechanism design, and algorithm development - Includes real-world applications of AI and mechanism design in a wide variety of research topics, such as international conflict, international trade, climate change, water management, energy management, cybersecurity, and global finance
Generative AI and Implications for Ethics, Security, and Data Management
Author: Gomathi Sankar, Jeganathan
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 468
Book Description
As generative AI rapidly advances with the field of artificial intelligence, its presence poses significant ethical, security, and data management challenges. While this technology encourages innovation across various industries, ethical concerns regarding the potential misuse of AI-generated content for misinformation or manipulation may arise. The risks of AI-generated deepfakes and cyberattacks demand more research into effective security tactics. The supervision of datasets required to train generative AI models raises questions about privacy, consent, and responsible data management. As generative AI evolves, further research into the complex issues regarding its potential is required to safeguard ethical values and security of people’s data. Generative AI and Implications for Ethics, Security, and Data Management explores the implications of generative AI across various industries who may use the tool for improved organizational development. The security and data management benefits of generative AI are outlined, while examining the topic within the lens of ethical and social impacts. This book covers topics such as cybersecurity, digital technology, and cloud storage, and is a useful resource for computer engineers, IT professionals, technicians, sociologists, healthcare workers, researchers, scientists, and academicians.
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 468
Book Description
As generative AI rapidly advances with the field of artificial intelligence, its presence poses significant ethical, security, and data management challenges. While this technology encourages innovation across various industries, ethical concerns regarding the potential misuse of AI-generated content for misinformation or manipulation may arise. The risks of AI-generated deepfakes and cyberattacks demand more research into effective security tactics. The supervision of datasets required to train generative AI models raises questions about privacy, consent, and responsible data management. As generative AI evolves, further research into the complex issues regarding its potential is required to safeguard ethical values and security of people’s data. Generative AI and Implications for Ethics, Security, and Data Management explores the implications of generative AI across various industries who may use the tool for improved organizational development. The security and data management benefits of generative AI are outlined, while examining the topic within the lens of ethical and social impacts. This book covers topics such as cybersecurity, digital technology, and cloud storage, and is a useful resource for computer engineers, IT professionals, technicians, sociologists, healthcare workers, researchers, scientists, and academicians.
Consciousness Genesis In Artificial Intelligence
Author: professor ibrahim elnoshokaty
Publisher: ibrahim elnoshokaty
ISBN:
Category : Computers
Languages : en
Pages : 400
Book Description
Consciousness Genesis In Artificial Intelligence" by Professor Ibrahim El Noshokaty, I can provide a preliminary review that outlines the structure and content captured within the initial pages available to me. Below is an overview based on the table of contents and some introductory text: Title: Consciousness Genesis In Artificial Intelligence Author: Professor Ibrahim El Noshokaty Overview: The academic work delves into the complex topic of artificial intelligence and its relation to human-like consciousness. It explores whether AI can be creative, how numerical data and programming languages can emulate human sensory experiences and emotions, and the potential implications of such advances. Chapters and Themes: Introduction and Fuzzy Logic System: Initiates the discussion with fundamental questions about AI creativity and creation, followed by the exposition of fuzzy logic systems. Existential Threat and AI in Hollywood: Examines AI's potential to disrupt industries such as Hollywood, the feasibility of generative AI in original content production, and copyright issues in AI outputs. Hierarchical Fuzzy Deep Learning: Discusses advanced AI techniques to enhance learning and decision making, addressing the concepts of consciousness and fuzzy logic in AI. Algorithms for Modern Fuzzy Logic Systems: Delves into the technical aspects of fuzzy logic systems and algorithms, highlighting methods for system optimization. Development of Conscience in AI: Contemplates the moral aspects and decision-making capabilities of AI systems, along with the incorporation of ethical considerations and human values. Artificial Cognition: Analyzes the notion of machine learning and cognition, transparency within AI mechanisms, and the ethical implications of artificial minds. Artificial Sensations: Explores the development of AI systems capable of mimicking human senses and responses, using advanced materials and devices. Artificial Brain: Concludes with an investigation into mimicking human brain function within AI systems and the potential capacity for AI to evolve with environmental interaction. The work appears to be an exploration of the frontier where technology meets human cognition, emotion, and ethical considerations. The book may offer expertise in several domains, including AI algorithms, deep learning, neuromorphic computing, and the philosophical implications of imbuing AI with aspects of human consciousness. The manuscript's purpose is likely to probe the theoretical boundaries of AI and its future potential, as well as to identify and confront some of the ethical dilemmas that arise as AI systems become increasingly sophisticated. This preliminary review only scratches the surface of what the book contains. For a full review, including critical analysis and conclusions, it would be necessary to read the document in its entirety. If you have any specific areas you'd like me to focus on or if there are particular chapters you want to examine in more detail, please let me know.
Publisher: ibrahim elnoshokaty
ISBN:
Category : Computers
Languages : en
Pages : 400
Book Description
Consciousness Genesis In Artificial Intelligence" by Professor Ibrahim El Noshokaty, I can provide a preliminary review that outlines the structure and content captured within the initial pages available to me. Below is an overview based on the table of contents and some introductory text: Title: Consciousness Genesis In Artificial Intelligence Author: Professor Ibrahim El Noshokaty Overview: The academic work delves into the complex topic of artificial intelligence and its relation to human-like consciousness. It explores whether AI can be creative, how numerical data and programming languages can emulate human sensory experiences and emotions, and the potential implications of such advances. Chapters and Themes: Introduction and Fuzzy Logic System: Initiates the discussion with fundamental questions about AI creativity and creation, followed by the exposition of fuzzy logic systems. Existential Threat and AI in Hollywood: Examines AI's potential to disrupt industries such as Hollywood, the feasibility of generative AI in original content production, and copyright issues in AI outputs. Hierarchical Fuzzy Deep Learning: Discusses advanced AI techniques to enhance learning and decision making, addressing the concepts of consciousness and fuzzy logic in AI. Algorithms for Modern Fuzzy Logic Systems: Delves into the technical aspects of fuzzy logic systems and algorithms, highlighting methods for system optimization. Development of Conscience in AI: Contemplates the moral aspects and decision-making capabilities of AI systems, along with the incorporation of ethical considerations and human values. Artificial Cognition: Analyzes the notion of machine learning and cognition, transparency within AI mechanisms, and the ethical implications of artificial minds. Artificial Sensations: Explores the development of AI systems capable of mimicking human senses and responses, using advanced materials and devices. Artificial Brain: Concludes with an investigation into mimicking human brain function within AI systems and the potential capacity for AI to evolve with environmental interaction. The work appears to be an exploration of the frontier where technology meets human cognition, emotion, and ethical considerations. The book may offer expertise in several domains, including AI algorithms, deep learning, neuromorphic computing, and the philosophical implications of imbuing AI with aspects of human consciousness. The manuscript's purpose is likely to probe the theoretical boundaries of AI and its future potential, as well as to identify and confront some of the ethical dilemmas that arise as AI systems become increasingly sophisticated. This preliminary review only scratches the surface of what the book contains. For a full review, including critical analysis and conclusions, it would be necessary to read the document in its entirety. If you have any specific areas you'd like me to focus on or if there are particular chapters you want to examine in more detail, please let me know.
Innovation and Entrepreneurship from the Stone Tool to Artificial Intelligence
Author: Yosef Bonaparte
Publisher: Cambridge Scholars Publishing
ISBN: 1527559696
Category : Science
Languages : en
Pages : 207
Book Description
This book explores the importance of innovation and entrepreneurship to nations and people. Innovation is not simply a matter of making things easier, but one of shifting power; when a nation is more innovative, said nation gains strategic power. The book encompasses three sections. Section 1 focuses on the origins of innovation and entrepreneurship, covering the three economic revolutions: agricultural, industrial and technological, current revolutions and the fall and rise of nations, and the historical background of several empires. Section 2 of the book focuses on the most recent innovation, Artificial intelligence, and its financial impact on stocks and exchange-traded funds (ETFs). Section 3 focuses on academics and the classroom, and highlights the importance of educational innovation.
Publisher: Cambridge Scholars Publishing
ISBN: 1527559696
Category : Science
Languages : en
Pages : 207
Book Description
This book explores the importance of innovation and entrepreneurship to nations and people. Innovation is not simply a matter of making things easier, but one of shifting power; when a nation is more innovative, said nation gains strategic power. The book encompasses three sections. Section 1 focuses on the origins of innovation and entrepreneurship, covering the three economic revolutions: agricultural, industrial and technological, current revolutions and the fall and rise of nations, and the historical background of several empires. Section 2 of the book focuses on the most recent innovation, Artificial intelligence, and its financial impact on stocks and exchange-traded funds (ETFs). Section 3 focuses on academics and the classroom, and highlights the importance of educational innovation.
The Cloud Revolution
Author: Mark P. Mills
Publisher: Encounter Books
ISBN: 164177231X
Category : Business & Economics
Languages : en
Pages : 397
Book Description
The conventional wisdom on how technology will change the future is wrong. Mark Mills lays out a radically different and optimistic vision for what’s really coming. The mainstream forecasts fall into three camps. One considers today as the “new normal,” where ordering a ride or food on a smartphone or trading in bitcoins is as good as it’s going to get. Another foresees a dystopian era of widespread, digitally driven job- and business-destruction. A third believes that the only technological revolution that matters will be found with renewable energy and electric cars. But according to Mills, a convergence of technologies will instead drive an economic boom over the coming decade, one that historians will characterize as the “Roaring 2020s.” It will come not from any single big invention, but from the confluence of radical advances in three primary technology domains: microprocessors, materials, and machines. Microprocessors are increasingly embedded in everything. Materials, from which everything is built, are emerging with novel, almost magical capabilities. And machines, which make and move all manner of stuff, are undergoing a complementary transformation. Accelerating and enabling all of this is the Cloud, history’s biggest infrastructure, which is itself based on the building blocks of next-generation microprocessors and artificial intelligence. We’ve seen this pattern before. The technological revolution that drove the great economic expansion of the twentieth century can be traced to a similar confluence, one that was first visible in the 1920s: a new information infrastructure (telephony), new machines (cars and power plants), and new materials (plastics and pharmaceuticals). Single inventions don’t drive great, long-cycle booms. It always takes convergent revolutions in technology’s three core spheres—information, materials, and machines. Over history, that’s only happened a few times. We have wrung much magic from the technologies that fueled the last long boom. But the great convergence now underway will ignite the 2020s. And this time, unlike any previous historical epoch, we have the Cloud amplifying everything. The next long boom starts now.
Publisher: Encounter Books
ISBN: 164177231X
Category : Business & Economics
Languages : en
Pages : 397
Book Description
The conventional wisdom on how technology will change the future is wrong. Mark Mills lays out a radically different and optimistic vision for what’s really coming. The mainstream forecasts fall into three camps. One considers today as the “new normal,” where ordering a ride or food on a smartphone or trading in bitcoins is as good as it’s going to get. Another foresees a dystopian era of widespread, digitally driven job- and business-destruction. A third believes that the only technological revolution that matters will be found with renewable energy and electric cars. But according to Mills, a convergence of technologies will instead drive an economic boom over the coming decade, one that historians will characterize as the “Roaring 2020s.” It will come not from any single big invention, but from the confluence of radical advances in three primary technology domains: microprocessors, materials, and machines. Microprocessors are increasingly embedded in everything. Materials, from which everything is built, are emerging with novel, almost magical capabilities. And machines, which make and move all manner of stuff, are undergoing a complementary transformation. Accelerating and enabling all of this is the Cloud, history’s biggest infrastructure, which is itself based on the building blocks of next-generation microprocessors and artificial intelligence. We’ve seen this pattern before. The technological revolution that drove the great economic expansion of the twentieth century can be traced to a similar confluence, one that was first visible in the 1920s: a new information infrastructure (telephony), new machines (cars and power plants), and new materials (plastics and pharmaceuticals). Single inventions don’t drive great, long-cycle booms. It always takes convergent revolutions in technology’s three core spheres—information, materials, and machines. Over history, that’s only happened a few times. We have wrung much magic from the technologies that fueled the last long boom. But the great convergence now underway will ignite the 2020s. And this time, unlike any previous historical epoch, we have the Cloud amplifying everything. The next long boom starts now.
The Metaverse: Fully Revised and Updated Edition: Building the Spatial Internet
Author: Matthew Ball
Publisher: Liveright Publishing
ISBN: 1324095563
Category : Technology & Engineering
Languages : en
Pages : 333
Book Description
“Ball’s lucid and timely book offers a portal into a new realm.”—The Economist "The term “Metaverse” is thirty years old, yet only recently entered mainstream conversation, attracting both fascinating and skepticism. While some have promised its imminent arrival, in fact it will take a series of technological and societal leaps to realize its full potential. In The Metaverse, pioneering theorist, former tech executive, and acclaimed entrepreneur Matthew Ball offers an expansive tour of the “next internet”: he presents a comprehensive definition of the Metaverse (going far beyond mere virtual reality headsets), explains the technologies that will power it, addresses governance challenges, and predicts Metaverse winners and losers. Bringing clarity and authority to a frequently misunderstood concept, this revised and updated edition of Ball’s authoritative work demonstrates how the Metaverse will radically reshape society. “A comprehensive guide to every aspect of the metaverse.”—John Thornhill, Financial Times “Offers a better understanding of the metaverse than the novel that coined the term—1992’s Snow Crash.”—Cecilia D’Anastasio, Bloomberg
Publisher: Liveright Publishing
ISBN: 1324095563
Category : Technology & Engineering
Languages : en
Pages : 333
Book Description
“Ball’s lucid and timely book offers a portal into a new realm.”—The Economist "The term “Metaverse” is thirty years old, yet only recently entered mainstream conversation, attracting both fascinating and skepticism. While some have promised its imminent arrival, in fact it will take a series of technological and societal leaps to realize its full potential. In The Metaverse, pioneering theorist, former tech executive, and acclaimed entrepreneur Matthew Ball offers an expansive tour of the “next internet”: he presents a comprehensive definition of the Metaverse (going far beyond mere virtual reality headsets), explains the technologies that will power it, addresses governance challenges, and predicts Metaverse winners and losers. Bringing clarity and authority to a frequently misunderstood concept, this revised and updated edition of Ball’s authoritative work demonstrates how the Metaverse will radically reshape society. “A comprehensive guide to every aspect of the metaverse.”—John Thornhill, Financial Times “Offers a better understanding of the metaverse than the novel that coined the term—1992’s Snow Crash.”—Cecilia D’Anastasio, Bloomberg
Learning Deep Learning
Author: Magnus Ekman
Publisher: Addison-Wesley Professional
ISBN: 0137470290
Category : Computers
Languages : en
Pages : 1106
Book Description
NVIDIA's Full-Color Guide to Deep Learning: All You Need to Get Started and Get Results "To enable everyone to be part of this historic revolution requires the democratization of AI knowledge and resources. This book is timely and relevant towards accomplishing these lofty goals." -- From the foreword by Dr. Anima Anandkumar, Bren Professor, Caltech, and Director of ML Research, NVIDIA "Ekman uses a learning technique that in our experience has proven pivotal to success—asking the reader to think about using DL techniques in practice. His straightforward approach is refreshing, and he permits the reader to dream, just a bit, about where DL may yet take us." -- From the foreword by Dr. Craig Clawson, Director, NVIDIA Deep Learning Institute Deep learning (DL) is a key component of today's exciting advances in machine learning and artificial intelligence. Learning Deep Learning is a complete guide to DL. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience. After introducing the essential building blocks of deep neural networks, such as artificial neurons and fully connected, convolutional, and recurrent layers, Magnus Ekman shows how to use them to build advanced architectures, including the Transformer. He describes how these concepts are used to build modern networks for computer vision and natural language processing (NLP), including Mask R-CNN, GPT, and BERT. And he explains how a natural language translator and a system generating natural language descriptions of images. Throughout, Ekman provides concise, well-annotated code examples using TensorFlow with Keras. Corresponding PyTorch examples are provided online, and the book thereby covers the two dominating Python libraries for DL used in industry and academia. He concludes with an introduction to neural architecture search (NAS), exploring important ethical issues and providing resources for further learning. Explore and master core concepts: perceptrons, gradient-based learning, sigmoid neurons, and back propagation See how DL frameworks make it easier to develop more complicated and useful neural networks Discover how convolutional neural networks (CNNs) revolutionize image classification and analysis Apply recurrent neural networks (RNNs) and long short-term memory (LSTM) to text and other variable-length sequences Master NLP with sequence-to-sequence networks and the Transformer architecture Build applications for natural language translation and image captioning NVIDIA's invention of the GPU sparked the PC gaming market. The company's pioneering work in accelerated computing--a supercharged form of computing at the intersection of computer graphics, high-performance computing, and AI--is reshaping trillion-dollar industries, such as transportation, healthcare, and manufacturing, and fueling the growth of many others. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Publisher: Addison-Wesley Professional
ISBN: 0137470290
Category : Computers
Languages : en
Pages : 1106
Book Description
NVIDIA's Full-Color Guide to Deep Learning: All You Need to Get Started and Get Results "To enable everyone to be part of this historic revolution requires the democratization of AI knowledge and resources. This book is timely and relevant towards accomplishing these lofty goals." -- From the foreword by Dr. Anima Anandkumar, Bren Professor, Caltech, and Director of ML Research, NVIDIA "Ekman uses a learning technique that in our experience has proven pivotal to success—asking the reader to think about using DL techniques in practice. His straightforward approach is refreshing, and he permits the reader to dream, just a bit, about where DL may yet take us." -- From the foreword by Dr. Craig Clawson, Director, NVIDIA Deep Learning Institute Deep learning (DL) is a key component of today's exciting advances in machine learning and artificial intelligence. Learning Deep Learning is a complete guide to DL. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience. After introducing the essential building blocks of deep neural networks, such as artificial neurons and fully connected, convolutional, and recurrent layers, Magnus Ekman shows how to use them to build advanced architectures, including the Transformer. He describes how these concepts are used to build modern networks for computer vision and natural language processing (NLP), including Mask R-CNN, GPT, and BERT. And he explains how a natural language translator and a system generating natural language descriptions of images. Throughout, Ekman provides concise, well-annotated code examples using TensorFlow with Keras. Corresponding PyTorch examples are provided online, and the book thereby covers the two dominating Python libraries for DL used in industry and academia. He concludes with an introduction to neural architecture search (NAS), exploring important ethical issues and providing resources for further learning. Explore and master core concepts: perceptrons, gradient-based learning, sigmoid neurons, and back propagation See how DL frameworks make it easier to develop more complicated and useful neural networks Discover how convolutional neural networks (CNNs) revolutionize image classification and analysis Apply recurrent neural networks (RNNs) and long short-term memory (LSTM) to text and other variable-length sequences Master NLP with sequence-to-sequence networks and the Transformer architecture Build applications for natural language translation and image captioning NVIDIA's invention of the GPU sparked the PC gaming market. The company's pioneering work in accelerated computing--a supercharged form of computing at the intersection of computer graphics, high-performance computing, and AI--is reshaping trillion-dollar industries, such as transportation, healthcare, and manufacturing, and fueling the growth of many others. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Hacker Culture A to Z
Author: Kim Crawley
Publisher: "O'Reilly Media, Inc."
ISBN: 1098145631
Category : Computers
Languages : en
Pages : 291
Book Description
Hacker culture can be esoteric, but this entertaining reference is here to help. Written by longtime cybersecurity researcher and writer Kim Crawley, this fun reference introduces you to key people and companies, fundamental ideas, and milestone films, games, and magazines in the annals of hacking. From airgapping to phreaking to zombie malware, grasping the terminology is crucial to understanding hacker culture and history. If you're just getting started on your hacker journey, you'll find plenty here to guide your learning and help you understand the references and cultural allusions you come across. More experienced hackers will find historical depth, wry humor, and surprising facts about familiar cultural touchstones. Understand the relationship between hacker culture and cybersecurity Get to know the ideas behind the hacker ethos, like "knowledge should be free" Explore topics and publications central to hacker culture, including 2600 Magazine Appreciate the history of cybersecurity Learn about key figures in the history of hacker culture Understand the difference between hackers and cybercriminals
Publisher: "O'Reilly Media, Inc."
ISBN: 1098145631
Category : Computers
Languages : en
Pages : 291
Book Description
Hacker culture can be esoteric, but this entertaining reference is here to help. Written by longtime cybersecurity researcher and writer Kim Crawley, this fun reference introduces you to key people and companies, fundamental ideas, and milestone films, games, and magazines in the annals of hacking. From airgapping to phreaking to zombie malware, grasping the terminology is crucial to understanding hacker culture and history. If you're just getting started on your hacker journey, you'll find plenty here to guide your learning and help you understand the references and cultural allusions you come across. More experienced hackers will find historical depth, wry humor, and surprising facts about familiar cultural touchstones. Understand the relationship between hacker culture and cybersecurity Get to know the ideas behind the hacker ethos, like "knowledge should be free" Explore topics and publications central to hacker culture, including 2600 Magazine Appreciate the history of cybersecurity Learn about key figures in the history of hacker culture Understand the difference between hackers and cybercriminals
On the Logics of Planetary Computing
Author: Marc Böhlen
Publisher: Taylor & Francis
ISBN: 1040193846
Category : Social Science
Languages : en
Pages : 196
Book Description
A new breed of low Earth orbit satellites is making planetary-scale observation and analysis ubiquitous. This book explores how this condition feeds spatially explicit artificial intelligence, GeoAI, in redefining the study of landscapes, and how it impacts one particular land dispute in the Alas Mertajati in Central Bali, Indonesia. This book combines scholarship from the humanities and engineering to forge a novel way of presenting planetary computing in its GeoAI vernacular. From data collection to model evaluation, the book describes how multi-spectral, high-resolution satellite data and machine learning algorithms respond to uncommon land cover conditions, including sustainable land care practices such as agroforestry while contextualizing the operations within science and media studies. Together with the installation logics-of-geoai.org, this book offers full-spectrum immersion into the unstable nexus of geography and artificial intelligence. This book will be of interest to any experimental artist, social scientist, curious AI engineer, or a free-range scholar. It will likewise appeal to students and scholars of science technology studies, media studies, geography, and ethnography.
Publisher: Taylor & Francis
ISBN: 1040193846
Category : Social Science
Languages : en
Pages : 196
Book Description
A new breed of low Earth orbit satellites is making planetary-scale observation and analysis ubiquitous. This book explores how this condition feeds spatially explicit artificial intelligence, GeoAI, in redefining the study of landscapes, and how it impacts one particular land dispute in the Alas Mertajati in Central Bali, Indonesia. This book combines scholarship from the humanities and engineering to forge a novel way of presenting planetary computing in its GeoAI vernacular. From data collection to model evaluation, the book describes how multi-spectral, high-resolution satellite data and machine learning algorithms respond to uncommon land cover conditions, including sustainable land care practices such as agroforestry while contextualizing the operations within science and media studies. Together with the installation logics-of-geoai.org, this book offers full-spectrum immersion into the unstable nexus of geography and artificial intelligence. This book will be of interest to any experimental artist, social scientist, curious AI engineer, or a free-range scholar. It will likewise appeal to students and scholars of science technology studies, media studies, geography, and ethnography.