Download or read book AI Unleashed A Holistic Guide to Mastering Artificial Intelligence written by Tanjimul Islam Tareq and published by BookRix. This book was released on 2023-08-28 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on a transformative journey through the realm of artificial intelligence with "AI Unleashed: A Holistic Guide to Mastering Artificial Intelligence." In this comprehensive and unique guide, you'll uncover the depths of AI's complexities, from foundational concepts to cutting-edge techniques that are shaping the future. From the evolution of AI's journey from fiction to reality, to the powerful insights of unsupervised learning, deep learning, and reinforcement learning, this book equips you with the knowledge to unravel AI's intricacies. Through vivid explanations, real-world examples, and immersive chapters, you'll traverse the landscape of supervised and unsupervised learning, delve into neural networks and advanced algorithms, and comprehend the ethical considerations that underpin responsible AI development. But "AI Unleashed" doesn't stop at theory—it propels you into action. You'll discover the practical aspects of data preprocessing, model tuning, and deployment strategies that are pivotal for creating AI solutions that work seamlessly in the real world. Moreover, you'll explore the intersections of AI with diverse industries, from healthcare and finance to quantum computing, positioning you at the forefront of innovation. As you journey through these pages, you'll not only gain a deep understanding of AI's intricacies but also develop the skills to build intelligent systems that create positive impacts. Whether you're a seasoned AI practitioner or a curious beginner, "AI Unleashed" empowers you to unlock the boundless potential of artificial intelligence and embark on a path of continuous learning that propels you forward in the dynamic world of AI innovation.

Download or read book Artificial Intelligence AI Unleashed written by Michael McNaught and published by Michael McNaught. This book was released on 2023-06-10 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step into a world where machines think, learn, and reshape our very existence. "Artificial Intelligence (AI) Unleashed: Exploring The Boundless Potential Of AI" is a captivating exploration of the transformative power of AI. From healthcare to finance, transportation to education, this book unravels the mysteries of AI, demystifying complex algorithms and showcasing real-world applications. Discover how AI is revolutionizing industries, empowering communities, and challenging our understanding of intelligence. Delve into the ethical considerations and responsible development of AI as we navigate the uncharted territories of bias, transparency, and accountability. With well researched information, this book is your guide to understanding and embracing the boundless potential of artificial intelligence. Get ready to embark on a journey that will reshape your perception of what is possible in the age of AI.

Download or read book Artificial Intelligence Unleashed written by Ryan Baumgartner and published by . This book was released on 2019-12-04 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to understand the benefits AI has in various industries across the globe? Would you like to discover how AI is applied nowadays to improve our lives? Have you ever wondered if AI will replace the human workforce and if it could replace you? If your answer is yes to any of these questions, then keep reading because you're about to find what you're looking for. Artificial Intelligence has become an inherent part of our everyday life, and whether we admit it or not, at times it seems to know too much about us. You are about to find out and be amazed at how well companies have integrated AI in all their services in an attempt to make your life more comfortable. But Artificial intelligence is responsible for so much more than just adding comfort to your everyday life. In this guide you will discover: How AI is changing the world you live in (you'll be surprised in so many ways!) How world-renown companies like Google, Facebook, and IBM are leveraging AI in their businesses (you're using most of them without realizing) 7 amazing benefits AI will bring to your life soon (number 4 is a life-changer) How AI technology is applied to the health care industry, without losing its qualified professionals The key to understanding the vulnerabilities of AI and how to avoid using it in corrupt ways Practical ways AI is operating globally to help you improve your business and your life Why it's crucial to understand how AI works in our everyday life - social media, emails, maps and direction apps, smart devices - even if you're not a gadget lover 1 essential truth you don't want to believe, but should, to calm your fear that AI will take over human intelligence. ... and much, much more! This book is a practical guide for all who want to understand how AI is changing the world they live in today. Are you ready to discover how AI is benefiting your professional and personal life? Make the first step towards an innovative future and click the "Add to Cart" button now!

Download or read book AI for Beginners written by Alan Miller and published by Independently Published. This book was released on 2024-03-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: GET YOU BONUS: MASTERING GBT'S: A guide within a guide where we delve into practical tips and advanced techniques to ensure you get the most out of ChatGPT. Are you intrigued by the power of ai? Do you wonder how machines learn to generate content that feels uniquely human? Are you looking to deepen your understanding in the evolving field of generative ai? "AI FOR BEGINNERS is your essential resource into the world of artificial intelligence. This book demystifies the complex concepts of Generative AI, making them accessible to anyone with curiosity and a desire to explore the future of creativity and innovation. Within these pages, you'll discover: An In-Depth Exploration of AI and Generative AI: Gain a comprehensive understanding of the fundamentals and the core technologies and theories that enable the magic of Generative AI. Practical Applications: Discover the transformative impact of Generative AI across art, music, video production, data analysis, coding and beyond. Hands-On Guidance: This book not only teaches you how AI works but also how to apply it effectively, offering practical advice and step by step guidance for leveraging Generative AI in your life and projects. Ethical Insights: Learn about the responsible use of AI, addressing the moral implications of AI-generated content and its influence on our digital landscape. Whether you're an aspiring developer, an artist intrigued by the possibilities of AI, or simply someone fascinated by the capability of technology to emulate and augment human creativity, this book offers a comprehensive and insightful exploration of Generative AI. This book is not just a guide; it's a gateway to the future. Are you ready to transform curiosity into comprehensive knowledge and ideas into tangible outcomes? Grab you copy and begin your journey!

Download or read book The Ultimate Modern Guide to Artificial Intelligence written by Enamul Haque and published by . This book was released on 2023-03-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is your ultimate guide to understanding the revolutionary technology of Artificial Intelligence (AI). This book covers everything from the basics of AI to its profound impact on various industries, such as healthcare, transportation, banking, and entertainment. You will discover the endless possibilities of AI and how it is changing our lives for the better. The book begins with an introduction to AI and its significance in the modern world. You will learn about the various applications of AI, including speech recognition assistants, image recognition, and biometric data analysis. This will give you a comprehensive understanding of how AI is used in our daily lives and the different industries benefiting from its advancements. In the following chapters, you will delve deeper into the workings of AI, machine learning, deep learning, neural networks, and natural language generation. The book explains how these technologies function and how they are applied in real-life scenarios. You will also gain insights into the differences between human and machine intelligence, providing a holistic understanding of AI's capabilities and limitations. Whether you are a business decision-maker, an IT professional, or someone who is merely interested in the impact of AI on the world, this book is a must-read. With its easy-to-understand language and numerous examples, it empowers you to comprehend the complex technology of AI and be part of the conversation shaping our future.

Download or read book Mastering the Art of Artificial Intelligence written by Ethan Knight and published by Independently Published. This book was released on 2023-09-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In "Mastering the Art of Artificial Intelligence," embark on a journey through the fascinating world of AI. This book unlocks the secrets of AI's potential and its profound impact on our lives. Discover how AI is revolutionizing education with personalized learning and adaptive platforms. Explore its role in healthcare, where it aids in early disease detection and accelerates medical research. Dive into the financial world, where AI is reshaping markets through algorithmic trading and predictive modeling. The book also tackles ethical considerations, addressing issues like bias, transparency, and responsibility in AI development. It provides insights into emerging trends, from machine learning to natural language processing. "Mastering the Art of Artificial Intelligence" is a gateway to the future, offering inspiration to embrace the limitless possibilities AI offers. This concise guide leaves you with a clear understanding of AI's transformative power without delving into extensive detail.

Download or read book Artificial Intelligence written by Neil Wilkins and published by Independently Published. This book was released on 2019-04-06 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to learn key AI concepts to get you quickly up to speed with all things AI, then keep reading Two manuscripts in one book: Artificial Intelligence: What You Need to Know About Machine Learning, Robotics, Deep Learning, Recommender Systems, Internet of Things, Neural Networks, Reinforcement Learning, and Our Future Internet of Things: What You Need to Know About IoT, Big Data, Predictive Analytics, Artificial Intelligence, Machine Learning, Cybersecurity, Business Intelligence, Augmented Reality and Our Future This book covers everything from machine learning to robotics and the internet of things. You can use it as a nifty guidebook whenever you come across news headlines that talk about some new advancement in AI by Google or Facebook. By the time you finish reading, you will be aware of what artificial neural networks are, how gradient descent and back propagation work, and what deep learning is. You will also learn a comprehensive history of AI, from the first invention of automations in antiquity to the driver-less cars of today. In part 1 of this book, you will: Understand how machines can "think" and how they learn Learn the five reasons why experts are warning us about AI research Find the answers to the top six myths of artificial intelligence Learn what neural networks are and how they work, the "brains" of machine learning Understand reinforcement learning and how it is used to teach machine learning systems through experience Become up-to-date with the current state-of-the-art artificial intelligence methods that use deep learning Learn the basics of recommender systems Expand your current view of machines and what is possible with modern robotics Enter the vast world of the internet of things technologies Find out why AI is the new business degree And much, much more! Some of the topics covered in part 2 of this book include: Origins of IoT IoT Security Ethical Hacking Internet of Things Under The Cushy Foot of Tech Giants The Power of Infinite Funds IoT Toys Bio-robotics Predictive Analytics Machine Learning Artificial Intelligence Cybersecurity Big Data Business Intelligence Augmented Reality Virtual Reality Our Future And much, much more If you want to learn more about the artificial intelligence and internet of things, then scroll up and click "add to cart"!

Download or read book Intelligence Unleashed written by Jasmine Harper and published by Independently Published. This book was released on 2024-04-18 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on a Journey through the Mind of AI Step into the world of "Intelligence Unleashed: How Artificial Intelligence is Shaping Our Future," a ground-breaking exploration into the boundless possibilities and profound questions surrounding artificial intelligence (AI). This book serves as a beacon for those intrigued by the potential of AI to transform societies, industries, and our very way of life. With a tapestry of insights, this book lays bare the incredible journey of AI from its infancy to its current unstoppable surge towards reshaping the world. Written for enthusiasts, skeptics, and the simply curious, "Intelligence Unleashed" offers a comprehensive overview of AI's capabilities and future prospects. It begins with the basics of AI technology and works its way through to the most intricate discussions on the ethical implications, societal changes, and the futuristic vision of AI integration. Whether you're a beginner curious about the basics or an expert in the field, this book provides clear explanations, practical insights, and thought-provoking perspectives. The book delves into the revolutionary applications of AI across various domains, including healthcare, finance, transportation, and beyond. The discussions range from how AI can improve efficiency and innovation to its role in tackling some of the world's most pressing challenges, like climate change and global health crises. Each chapter invites you to imagine the potential futures shaped by AI, grounded in current research and advancements. Join us on this captivating exploration of AI, where technology meets imagination, and discover how artificial intelligence is not just changing the world; it's revolutionizing it. "Intelligence Unleashed" is your comprehensive guide to understanding and embracing the future of AI. Table of Contents 1. The Genesis of AI - The Birth of AI: Concepts and Evolution - AI Milestones: From Turing to Today - The Building Blocks of AI 2. AI Today: Scope and Applications - Exploring AI in Daily Life - AI in Healthcare: Saving Lives - AI in Business: Transforming Industries 3. The Mechanisms of Intelligence - How AI Learns: Machine Learning Basics - The Power of Deep Learning - Neural Networks: Simulating the Human Brain 4. Ethical Considerations in AI - The Morality of Machines - Bias and Fairness in AI Systems - Privacy, Security, and AI 5. AI and the Future of Work - Automation and Employment - Skills for the AI Driven Economy - Navigating the Transition: A Guide 6. AI in Advancing Science - Accelerating Research with AI - AI in Space Exploration - Revolutionizing Environmental Science 7. Artificial General Intelligence: The Next Frontier - Defining AGI - The Road to AGI: Challenges and Opportunities - Imagining Life with AGI 8. AI in the Creative Arts - The Role of AI in Music and Art - AI as a Collaborator Not a Competitor - Breaking Boundaries: AI in Storytelling and Design 9. AI's Role in Global Challenges - Fighting Climate Change with AI - AI in Healthcare: Pandemics and Beyond - AI for a Sustainable Future 10. The Geopolitics of AI - AI Race: Nations at the Forefront - The Impact of AI on Global Power Dynamics - Ensuring a Fair AI Future for All 11. Living with AI: Society and Culture - AI and the Human Experience - The Social Fabric in an AI World - Ethics, Religion, and AI 12. Embracing the AI Future - Preparing for an AI World - AI Education and Literacy - The Next Steps in AI Evolution

Download or read book Artificial Intelligence written by Roman Shirkin and published by . This book was released on 2020-02-04 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are searching for resources to start studying Artificial Intelligence then you are in the right place. The author discusses all the things step by step in this short and cheap textbook for beginners.Artificial intelligence is one of the most important breakthroughs in today's world. Experts from various industries study its capabilities and discover new methods of its application. If you want to know about AI, so this book is the perfect one to start Get your copy now!!!Book ObjectivesThis book is about Artificial Intelligence. The author wrote the book with the following objectives: To help you understand what artificial intelligence is. To help you learn the various approaches to artificial intelligence. To help you appreciate the power of artificial intelligence and how it has revolutionized the various sectors in the world. To equip you with Python programming skills good for artificial intelligence. To help you understand the future of artificial intelligence and its expected impact on the various sectors in the world. Who this Book is for? This book as written with the following groups of people in mind: Any individual in need of learning the basics and theories of artificial intelligence. Any individual who needs to understand the various practical approaches to artificial intelligence. Anyone who needs to learn how artificial intelligence has impacted the world and how it will impact the world in the future. Anyone who needs to learn Python programming skills good for artificial intelligence. RequirementsThe author expects you to have a computer installed with the Python interpreter. What you will learn? Basics of AI Intelligent Systems Intelligent Agents and Environments Problem Solving Through Searching Machine Learning Deep Learning Convolutional Networks Natural Language Processing Fuzzy Logic Systems Knowledge Representation The future of AI The author begins by introducing you to the basics of artificial intelligence. The aim is to help you know what artificial intelligence is, its goals and its components. Intelligent systems, intelligent agents and their environments have been discussed. You will know what intelligent systems/agents are and where they are applied. The author has also discussed the various challenges intelligent systems/agents face when acting on their environments. Searching is a common technique of solving problems in artificial intelligence. The various search algorithms have been discussed. Machine learning is a very important field in artificial intelligence. This has been discussed in detail. You will also learn how to implement various machine learning algorithms in Python programming language. Deep learning and artificial neural networks have been explored in detail. You will learn how artificial neural networks work. The various applications of deep learning have been discussed. The process of creating artificial neural networks in the Python programming language has been discussed. Other topics that have been discussed include convolutional neural networks, natural language processing, knowledge representation, and fuzzy logic. The author has finally done a prediction to help you know how artificial intelligence is expected to revolutionize the various sectors in the world.

Download or read book Mastering Artificial Intelligence A Comprehensive Guide to AI Technology written by Kashan Ajmeri and published by Independently Published. This book was released on 2023-10-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of Artificial Intelligence with this Comprehensive Guide! In today's digital age, Artificial Intelligence (AI) is transforming the world as we know it. From autonomous vehicles to advanced healthcare solutions, AI is reshaping industries and revolutionizing the way we live, work, and interact with technology. If you're eager to explore the limitless possibilities of AI, "Mastering Artificial Intelligence" is your ultimate roadmap to understanding and harnessing this cutting-edge technology. This comprehensive guide takes you on a journey through the fascinating realms of AI, providing a clear and accessible overview of its core concepts, applications, and real-world impact. Whether you're a seasoned professional or a curious novice, you'll find valuable insights and practical knowledge to elevate your understanding of AI technology.

Download or read book Mastering Large Language Models with Python written by Raj Arun R and published by Orange Education Pvt Ltd. This book was released on 2024-04-12 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise KEY FEATURES ● Gain a comprehensive understanding of LLMs within the framework of Generative AI, from foundational concepts to advanced applications. ● Dive into practical exercises and real-world applications, accompanied by detailed code walkthroughs in Python. ● Explore LLMOps with a dedicated focus on ensuring trustworthy AI and best practices for deploying, managing, and maintaining LLMs in enterprise settings. ● Prioritize the ethical and responsible use of LLMs, with an emphasis on building models that adhere to principles of fairness, transparency, and accountability, fostering trust in AI technologies. DESCRIPTION “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation. Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence. WHAT WILL YOU LEARN ● In-depth study of LLM architecture and its versatile applications across industries. ● Harness open-source and proprietary LLMs to craft innovative solutions. ● Implement LLM APIs for a wide range of tasks spanning natural language processing, audio analysis, and visual recognition. ● Optimize LLM deployment through techniques such as quantization and operational strategies like LLMOps, ensuring efficient and scalable model usage. ● Master prompt engineering techniques to fine-tune LLM outputs, enhancing quality and relevance for diverse use cases. ● Navigate the complex landscape of ethical AI development, prioritizing responsible practices to drive impactful technology adoption and advancement. WHO IS THIS BOOK FOR? This book is tailored for software engineers, data scientists, AI researchers, and technology leaders with a foundational understanding of machine learning concepts and programming. It's ideal for those looking to deepen their knowledge of Large Language Models and their practical applications in the field of AI. If you aim to explore LLMs extensively for implementing inventive solutions or spearheading AI-driven projects, this book is tailored to your needs. TABLE OF CONTENTS 1. The Basics of Large Language Models and Their Applications 2. Demystifying Open-Source Large Language Models 3. Closed-Source Large Language Models 4. LLM APIs for Various Large Language Model Tasks 5. Integrating Cohere API in Google Sheets 6. Dynamic Movie Recommendation Engine Using LLMs 7. Document-and Web-based QA Bots with Large Language Models 8. LLM Quantization Techniques and Implementation 9. Fine-tuning and Evaluation of LLMs 10. Recipes for Fine-Tuning and Evaluating LLMs 11. LLMOps - Operationalizing LLMs at Scale 12. Implementing LLMOps in Practice Using MLflow on Databricks 13. Mastering the Art of Prompt Engineering 14. Prompt Engineering Essentials and Design Patterns 15. Ethical Considerations and Regulatory Frameworks for LLMs 16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning) Index

Download or read book Deep Neural Evolution written by Hitoshi Iba and published by Springer Nature. This book was released on 2020-05-20 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book delivers the state of the art in deep learning (DL) methods hybridized with evolutionary computation (EC). Over the last decade, DL has dramatically reformed many domains: computer vision, speech recognition, healthcare, and automatic game playing, to mention only a few. All DL models, using different architectures and algorithms, utilize multiple processing layers for extracting a hierarchy of abstractions of data. Their remarkable successes notwithstanding, these powerful models are facing many challenges, and this book presents the collaborative efforts by researchers in EC to solve some of the problems in DL. EC comprises optimization techniques that are useful when problems are complex or poorly understood, or insufficient information about the problem domain is available. This family of algorithms has proven effective in solving problems with challenging characteristics such as non-convexity, non-linearity, noise, and irregularity, which dampen the performance of most classic optimization schemes. Furthermore, EC has been extensively and successfully applied in artificial neural network (ANN) research —from parameter estimation to structure optimization. Consequently, EC researchers are enthusiastic about applying their arsenal for the design and optimization of deep neural networks (DNN). This book brings together the recent progress in DL research where the focus is particularly on three sub-domains that integrate EC with DL: (1) EC for hyper-parameter optimization in DNN; (2) EC for DNN architecture design; and (3) Deep neuroevolution. The book also presents interesting applications of DL with EC in real-world problems, e.g., malware classification and object detection. Additionally, it covers recent applications of EC in DL, e.g. generative adversarial networks (GAN) training and adversarial attacks. The book aims to prompt and facilitate the research in DL with EC both in theory and in practice.

Download or read book Advances in Bioinformatics written by Vijai Singh and published by Springer Nature. This book was released on with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Architects of Intelligence written by Martin Ford and published by Packt Publishing Ltd. This book was released on 2018-11-23 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Times Best Books of the Year 2018 TechRepublic Top Books Every Techie Should Read Book Description How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times bestselling author, Martin Ford, uncovers the truth behind these questions from some of the brightest minds in the Artificial Intelligence community. Martin has wide-ranging conversations with twenty-three of the world's foremost researchers and entrepreneurs working in AI and robotics: Demis Hassabis (DeepMind), Ray Kurzweil (Google), Geoffrey Hinton (Univ. of Toronto and Google), Rodney Brooks (Rethink Robotics), Yann LeCun (Facebook) , Fei-Fei Li (Stanford and Google), Yoshua Bengio (Univ. of Montreal), Andrew Ng (AI Fund), Daphne Koller (Stanford), Stuart Russell (UC Berkeley), Nick Bostrom (Univ. of Oxford), Barbara Grosz (Harvard), David Ferrucci (Elemental Cognition), James Manyika (McKinsey), Judea Pearl (UCLA), Josh Tenenbaum (MIT), Rana el Kaliouby (Affectiva), Daniela Rus (MIT), Jeff Dean (Google), Cynthia Breazeal (MIT), Oren Etzioni (Allen Institute for AI), Gary Marcus (NYU), and Bryan Johnson (Kernel). Martin Ford is a prominent futurist, and author of Financial Times Business Book of the Year, Rise of the Robots. He speaks at conferences and companies around the world on what AI and automation might mean for the future. Meet the minds behind the AI superpowers as they discuss the science, business and ethics of modern artificial intelligence. Read James Manyika’s thoughts on AI analytics, Geoffrey Hinton’s breakthroughs in AI programming and development, and Rana el Kaliouby’s insights into AI marketing. This AI book collects the opinions of the luminaries of the AI business, such as Stuart Russell (coauthor of the leading AI textbook), Rodney Brooks (a leader in AI robotics), Demis Hassabis (chess prodigy and mind behind AlphaGo), and Yoshua Bengio (leader in deep learning) to complete your AI education and give you an AI advantage in 2019 and the future.

Download or read book Explainable AI Interpreting Explaining and Visualizing Deep Learning written by Wojciech Samek and published by Springer Nature. This book was released on 2019-09-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI.

Download or read book Connectome written by Sebastian Seung and published by Houghton Mifflin Harcourt. This book was released on 2012 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: The audacious effort to map the brain--and along with it mental afflictions, from autism to schizophrenia--by a rising star in neuroscience.

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data