Neuro-Symbolic AI: Design transparent and trustworthy systems that understand th

Description: Neuro-Symbolic AI by Alexiei Dingli, David Farrugia This book provides a solid introduction to the emerging field of neuro-symbolic AI. The chapters will guide you through the development of your first neuro-symbolic AI system and expose you to the upcoming developments in the field that will redefine the way in which AI interacts with our world. FORMAT Paperback CONDITION Brand New Publisher Description Explore the inner workings of AI along with its limitations and future developments and create your first transparent and trustworthy neuro-symbolic AI systemPurchase of the print or Kindle book includes a free PDF eBookKey FeaturesUnderstand symbolic and statistical techniques through examples and detailed explanationsExplore the potential of neuro-symbolic AI for future developments using case studiesDiscover the benefits of combining symbolic AI with modern neural networks to build transparent and high-performance AI solutionsBook DescriptionNeuro-symbolic AI offers the potential to create intelligent systems that possess both the reasoning capabilities of symbolic AI along with the learning capabilities of neural networks. This book provides an overview of AI and its inner mechanics, covering both symbolic and neural network approaches.Youll begin by exploring the decline of symbolic AI and the recent neural network revolution, as well as their limitations. The book then delves into the importance of building trustworthy and transparent AI solutions using explainable AI techniques. As you advance, youll explore the emerging field of neuro-symbolic AI, which combines symbolic AI and modern neural networks to improve performance and transparency. Youll also learn how to get started with neuro-symbolic AI using Python with the help of practical examples. In addition, the book covers the most promising technologies in the field, providing insights into the future of AI.Upon completing this book, you will acquire a profound comprehension of neuro-symbolic AI and its practical implications. Additionally, you will cultivate the essential abilities to conceptualize, design, and execute neuro-symbolic AI solutions.What you will learnGain an understanding of the intuition behind neuro-symbolic AIDetermine the correct uses that can benefit from neuro-symbolic AIDifferentiate between types of explainable AI techniquesThink about, design, and implement neuro-symbolic AI solutionsCreate and fine-tune your first neuro-symbolic AI systemExplore the advantages of fusing symbolic AI with modern neural networks in neuro-symbolic AI systemsWho this book is forThis book is ideal for data scientists, machine learning engineers, and AI enthusiasts who want to explore the emerging field of neuro-symbolic AI and discover how to build transparent and trustworthy AI solutions. A basic understanding of AI concepts and familiarity with Python programming are needed to make the most of this book. Author Biography Alexiei Dingli is a professor of artificial intelligence at the University of Malta. As an AI expert with over two decades of experience, his research has helped numerous companies around the world successfully implement AI solutions. His work has been recognized globally, with international experts rating it as world-class. He is a recipient of multiple prestigious awards, including those from the European Space Agency, the World Intellectual Property Organization, and the United Nations, to name a few. With a rich collection of peer-reviewed publications to his name, he is also an esteemed member of the Malta.AI task force, which was established by the Maltese government to propel Malta to the forefront of the global AI landscape. David Farrugia is a seasoned data scientist and a Ph.D. candidate in AI at the University of Malta. David Farrugia has worked in diverse industries, including gaming, manufacturing, customer relationship management, affiliate marketing, and anti-fraud. He has an interest in exploring the intersection of business and academic research. He also believes that the emerging field of neuro-symbolic AI has the potential to revolutionize the way we approach AI and solve some of the most complex problems in the world. Table of Contents Table of ContentsThe Evolution and Pitfalls of AIThe Rise and Fall of Symbolic AIThe Neural Networks RevolutionThe Need for Explainable AIIntroducing Neuro-Symbolic AI: The Next Level of AIA Marriage of Neurons and Symbols: Opportunities and ObstaclesApplications of Neuro-Symbolic AINeuro-Symbolic Programming in PythonThe Future of AI Details ISBN1804617628 Author David Farrugia Pages 196 Publisher Packt Publishing Limited Year 2023 ISBN-13 9781804617625 Format Paperback Publication Date 2023-05-31 Imprint Packt Publishing Limited Subtitle Design transparent and trustworthy systems that understand the world as you do Place of Publication Birmingham Country of Publication United Kingdom AU Release Date 2023-05-31 NZ Release Date 2023-05-31 UK Release Date 2023-05-31 Audience General DEWEY 006.3 We've got this At The Nile, if you're looking for it, we've got it. 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