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Ai Based Business Simulation
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Book Synopsis Practical Simulations for Machine Learning by : Paris Buttfield-Addison
Download or read book Practical Simulations for Machine Learning written by Paris Buttfield-Addison and published by "O'Reilly Media, Inc.". This book was released on 2022-06-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learning models.That’s just the beginning. With this practical book, you’ll explore the possibilities of simulation- and synthesis-based machine learning and AI, concentrating on deep reinforcement learning and imitation learning techniques. AI and ML are increasingly data driven, and simulations are a powerful, engaging way to unlock their full potential. You'll learn how to: Design an approach for solving ML and AI problems using simulations with the Unity engine Use a game engine to synthesize images for use as training data Create simulation environments designed for training deep reinforcement learning and imitation learning models Use and apply efficient general-purpose algorithms for simulation-based ML, such as proximal policy optimization Train a variety of ML models using different approaches Enable ML tools to work with industry-standard game development tools, using PyTorch, and the Unity ML-Agents and Perception Toolkits
Book Synopsis AI-Enhanced Teaching Methods by : Ahmed, Zeinab E.
Download or read book AI-Enhanced Teaching Methods written by Ahmed, Zeinab E. and published by IGI Global. This book was released on 2024-04-22 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital age has ushered in an era where students must be equipped not only with traditional knowledge but also with the skills to navigate an increasingly interconnected and technologically driven world. As traditional teaching methods encounter the complexities of the 21st century, the demand for innovation becomes more apparent. This paves the way for the era of artificial intelligence (AI), a technological frontier that carries the potential to reshape education fundamentally. AI-Enhanced Teaching Methods recognizes the urgency of the ongoing technological shift and delves into an exploration of how AI can be effectively harnessed to redefine the learning experience. The book serves as a guide for educators, offering insights into navigating between conventional teaching methodologies and the possibilities presented by AI. It provides an understanding of AI's role in education, covering topics from machine learning to natural language processing. Ethical considerations, including privacy and bias, are thoroughly addressed with thoughtful solutions as well. Additionally, the book provides valuable support for administrators, aiding in the integration of these technologies into existing curricula.
Book Synopsis Introduction to Business Analytics Using Simulation by : Jonathan P. Pinder
Download or read book Introduction to Business Analytics Using Simulation written by Jonathan P. Pinder and published by Academic Press. This book was released on 2022-02-06 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Business Analytics Using Simulation, Second Edition employs an innovative strategy to teach business analytics. The book uses simulation modeling and analysis as mechanisms to introduce and link predictive and prescriptive modeling. Because managers can't fully assess what will happen in the future, but must still make decisions, the book treats uncertainty as an essential element in decision-making. Its use of simulation gives readers a superior way of analyzing past data, understanding an uncertain future, and optimizing results to select the best decision. With its focus on uncertainty and variability, this book provides a comprehensive foundation for business analytics. Students will gain a better understanding of fundamental statistical concepts that are essential to marketing research, Six-Sigma, financial analysis, and business analytics. - Teaches managers how they can use business analytics to formulate and solve business problems to enhance managerial decision-making - Explains the processes needed to develop, report and analyze business data - Describes how to use and apply business analytics software - Offers expanded coverage on the value and application of prescriptive analytics - Includes a wealth of illustrative exercises that are newly organized by difficulty level - Winner of the 2017 Textbook and Academic Authors Association's (TAA) Most Promising New Textbook Award in the prior edition
Book Synopsis The Simulation Hypothesis by : Rizwan Virk
Download or read book The Simulation Hypothesis written by Rizwan Virk and published by Bayview Books, LLC. This book was released on 2019-03-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Simulation Hypothesis, by best-selling author, renowned MIT computer scientist and Silicon Valley video game designer Rizwan Virk, is the first serious book to explain one of the most daring and consequential theories of our time. Riz is the Executive Director of Play Labs @ MIT, a video game startup incubator at the MIT Game Lab. Drawing from research and concepts from computer science, artificial intelligence, video games, quantum physics, and referencing both speculative fiction and ancient eastern spiritual texts, Virk shows how all of these traditions come together to point to the idea that we may be inside a simulated reality like the Matrix. The Simulation Hypothesis is the idea that our physical reality, far from being a solid physical universe, is part of an increasingly sophisticated video game-like simulation, where we all have multiple lives, consisting of pixels with its own internal clock run by some giant Artificial Intelligence. Simulation theory explains some of the biggest mysteries of quantum and relativistic physics, such as quantum indeterminacy, parallel universes, and the integral nature of the speed of light. Recently, the idea that we may be living in a giant video game has received a lot of attention: “There’s a one in a billion chance we are not living in a simulation” -Elon Musk “I find it hard to argue we are not in a simulation.” -Neil deGrasse Tyson “We are living in computer generated reality.” -Philip K. Dick Video game technology has developed from basic arcade and text adventures to MMORPGs. Video game designer Riz Virk shows how these games may continue to evolve in the future, including virtual reality, augmented reality, Artificial Intelligence, and quantum computing. This book shows how this evolution could lead us to the point of being able to develop all encompassing virtual worlds like the Oasis in Ready Player One, or the simulated reality in the Matrix. While the idea sounds like science fiction, many scientists, engineers, and professors have given the Simulation Hypothesis serious consideration. Futurist Ray Kurzweil has popularized the idea of downloading our consciousness into a silicon based device, which would mean we are just digital information after all. Some, like Oxford lecturer Nick Bostrom, goes further and thinks we may in fact be artificially intelligent consciousness inside such a simulation already! But the Simulation Hypothesis is not just a modern idea. Philosophers like Plato have been telling us that we live in a “cave” and can only see shadows of the real world. Mystics of all traditions have long contended that we are living in some kind of “illusion “and that there are other realities which we can access with our minds. While even Judeo-Christian traditions have this idea, Eastern traditions like Buddhism and Hinduism make this idea part of their core tradition — that we are inside a dream world (“Maya” or illusion, or Vishnu’s Dream), and we have “multiple lives” playing different characters when one dies, continuing to gain experience and “level up” after completing certain challenges. Sounds a lot like a video game! Whether you are a computer scientist, a fan of science fiction like the Matrix movies, a video game enthusiast, or a spiritual seeker, The Simulation Hypothesis touches on all these areas, and you will never look at the world the same way again!
Book Synopsis Artificial Intelligence (AI) and Customer Social Responsibility (CSR) by : Reem Khamis Hamdan
Download or read book Artificial Intelligence (AI) and Customer Social Responsibility (CSR) written by Reem Khamis Hamdan and published by Springer Nature. This book was released on with total page 1093 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Intelligence-Augmented Digital Twins by : Abdalmuttaleb M. A. Musleh Al-Sartawi
Download or read book Artificial Intelligence-Augmented Digital Twins written by Abdalmuttaleb M. A. Musleh Al-Sartawi and published by Springer Nature. This book was released on 2024-01-19 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presently, we stand on the threshold of a technological revolution that will drastically change the way we live, work, and communicate with each other. By the current rate, scope, and complexity, this transformation will be as fundamental for society as any other technological paradigm change from the past. The industries which are more susceptible to change are technologically oriented industries including banking, finance, accounting, and auditing. One of the technological concepts of the technological revolution is the concept of the digital twin. The application of digital twins and AI as paired with Internet of Things technologies makes it possible to solve ESG problems on a completely different level (Li, 2019) for accounting firms and financial institutions. These include recycling on demand, rational energy consumption, smart surveillance cameras for crime tracking, and smart branch parking solutions, monitoring the wear and tear and conditions of financial technology infrastructures. Moreover, numerous researchers and practitioners emphasize the significance of innovating sustainable business models and operations (Geissdoerfer et al., 2018). The digital twin will allow businesses and financial institutions to minimize costs, boost customer service, and find new ways to generate revenue. DTW is accessible now more than ever, and many reputable and innovative companies such as Tesla, Ericsson, and Siemens have adopted it with varying success. Therefore, this book examines the opportunities, challenges, and risks of artificial intelligence-augmented digital twins for financial operations, innovation, and sustainable development. It focuses on AI and digital twin technologies to furnish solutions for the current industrial revolution including the Metaverse. Henceforth, this book aims to encourage authors to submit multi-disciplinary chapters indicating the current scholarly challenges about the applications and potential of artificial intelligence and digital twins in accounting, finance, and banking.
Book Synopsis AI for Game Developers by : David M. Bourg
Download or read book AI for Game Developers written by David M. Bourg and published by "O'Reilly Media, Inc.". This book was released on 2004 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the author of "Physics for Game Developers," comes a new, non-threatening introduction to the complex subject of game programming.
Book Synopsis Artificial War by : Andrew Ilachinski
Download or read book Artificial War written by Andrew Ilachinski and published by World Scientific. This book was released on 2004 with total page 962 pages. Available in PDF, EPUB and Kindle. Book excerpt: Military conflicts, particularly land combat, possess thecharacteristics of complex adaptive systems: combat forces arecomposed of a large number of nonlinearly interacting parts and areorganized in a dynamic command-and-control network; local action, which often appears disordered, self-organizes into long-range order;military conflicts, by their nature, proceed far from equilibrium;military forces adapt to a changing combat environment; and there isno master voice that dictates the actions of every soldier (i
Book Synopsis Evolutionary Computing and Artificial Intelligence by : Fernando Koch
Download or read book Evolutionary Computing and Artificial Intelligence written by Fernando Koch and published by Springer. This book was released on 2019-03-13 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Festschrift volume is published in honor of Takao Terano on the occasion of his retirement. Takao Terano is a leading expert in the areas of agent-based modelling, knowledge systems, evolutionary computation, and service science.The contributions in this volume reflect the breadth and impact of his work. The volume contains 12 full papers related to Takao Terano’s research. They deal with various aspects of artificial intelligence, multi-agent systems, collaborative and social computing, social networks, ubiquitous computing.
Book Synopsis AI APPLICATIONS by : Dr. Ram Prasad Reddy Sadi
Download or read book AI APPLICATIONS written by Dr. Ram Prasad Reddy Sadi and published by GCS PUBLISHERS. This book was released on 2022-05-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: AI APPLICATIONS WRITTEN BY Dr. Ram Prasad Reddy Sadi,Dr.Yeligeti Raju, Mr.G.Saravanan,Dr. G Rajesh Chandra
Book Synopsis Handbook Of Digital Enterprise Systems: Digital Twins, Simulation And Ai by : Wolfgang Kuhn
Download or read book Handbook Of Digital Enterprise Systems: Digital Twins, Simulation And Ai written by Wolfgang Kuhn and published by World Scientific. This book was released on 2019-06-04 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digitalization is changing nearly everything. This compendium highlights a comprehensive understanding of the concepts and technologies about digitalization in industrial environments, using the Industrial Internet of Things, Digital Twins and data-driven decision-making approaches including Artificial Intelligence.The overview of industrial enterprise platforms and the consideration of future trends gives a fundamental idea of concepts and strategies, how to get started and about the required changes of business models.
Author :Jeffrey S. Smith Publisher :Createspace Independent Publishing Platform ISBN 13 :9781542933117 Total Pages :0 pages Book Rating :4.9/5 (331 download)
Book Synopsis Simio and Simulation: Modeling, Analysis, Applications by : Jeffrey S. Smith
Download or read book Simio and Simulation: Modeling, Analysis, Applications written by Jeffrey S. Smith and published by Createspace Independent Publishing Platform. This book was released on 2017-05-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book opens up the world of simulation to you by providing the basics of general simulation techonology, identifying the skills needed for successful simulation projects, and introducting a state-of-the-art simulation package." --
Book Synopsis ChatGPT in the Classroom for Harnessing AI to Revolutionize Elementary, Middle and High School Education by : Robert Walker
Download or read book ChatGPT in the Classroom for Harnessing AI to Revolutionize Elementary, Middle and High School Education written by Robert Walker and published by LEGENDARY EDITIONS. This book was released on 2024-04-09 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of AI in Education Are you tired of traditional teaching methods that fail to engage students and promote active learning? Do you want to harness the power of AI to create a more personalized and interactive learning experience? If so, this book is for you. Do You Struggle With These Common Challenges in Education? Engaging students in the learning process Fostering creativity and critical thinking skills Building inclusive learning spaces that cater to diverse needs As an experienced educator and AI expert, the author understands these challenges and has developed practical solutions using ChatGPT. Why You Should Read This Book Discover the transformative potential of ChatGPT in education Learn how to integrate ChatGPT into elementary, middle, and high school classrooms Explore strategies for enhancing early literacy skills and promoting global citizenship Find hundreds of practical prompts that can be adapted to your specific needs Gain insights into the latest trends and possibilities in AI-powered education Address ethical considerations and challenges in integrating AI into the classroom Prepare for the future of education and become a catalyst for change Reimagine educational spaces and prepare educators for the AI-powered classroom If you want to unlock the power of AI in education and transform your learning experience, then scroll up and buy this book today. Don't miss out on the opportunity to become a leader in AI-powered education and make a real difference in the lives of your students.
Book Synopsis Responsible AI and Ethical Issues for Businesses and Governments by : Vassileva, Bistra
Download or read book Responsible AI and Ethical Issues for Businesses and Governments written by Vassileva, Bistra and published by IGI Global. This book was released on 2020-10-16 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research surrounding artificial intelligence (AI) is vast and quite diverse in both its applied and theoretical fields. AI tools and techniques, such as machine learning, data mining, neural networks, and advanced analytics, are evolving at a high speed, creating a consistent need for updated research. This is especially relevant with frequent developments for the application of AI technology in many science and industry sectors. This rapid expansion created a need for research that focuses on the questions surrounding the development of AI such as ethical issues, responsible AI methods and applications, and its widespread implementation. Within the answers to these questions is the prevailing notion that AI should be accountable, explainable, transparent, and fair for all organizations and individuals. Responsible AI and Ethical Issues for Businesses and Governments widens the understanding of AI outside of the “narrow” technical perspective to a broader viewpoint that embraces the links between AI theory, practice, and policy. The chapters in this book discuss the basic philosophical and conceptual foundations of AI and explores the responsible application of AI tools and methods, the moral aspects of AI, practical issues, and responsible AI implementation across a range of industries. While highlighting topics that include digital transformation, ethical competence, information literacy in AI, and the interaction between AI and humans, this book is ideally designed for IT specialists, technology developers, technologists, ethicists, practitioners, stakeholders, academicians, students, and researchers who are interested in learning more about the ethical and responsible use of AI.
Book Synopsis New Frontiers in Artificial Intelligence by : Katsutoshi Yada
Download or read book New Frontiers in Artificial Intelligence written by Katsutoshi Yada and published by Springer Nature. This book was released on 2023-07-18 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes extended, revised, and selected papers from the 13th International Symposium on Artificial Intelligence supported by the Japanese Society for Artificial Intelligence, JSAI-isAI 2021, held online in November 2021. The 26 full papers were carefully selected from 86 submissions. The papers are organized in the volume according to the following workshops: 15th International Workshop on Juris-Informatics, JURISIN 2021; 18th Workshop on Logic and Engineering of Natural Language Semantics, LENLS 18, 5th International Workshop on SCIentific DOCument Analysis, SCI-DOCA 2021; Workshop on Artificial Affective (Kansei) Intelligence, KANSEI-AI 2021; 5th Workshop on Artificial Intelligence of and for Business, AI-Biz 2021.
Book Synopsis Artificial Intelligence for Robotics by : Dr.P.Kavitha
Download or read book Artificial Intelligence for Robotics written by Dr.P.Kavitha and published by Leilani Katie Publication. This book was released on 2024-03-01 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr.P.Kavitha, Assistant Professor, Department of Computer Applications, Dhanalakshmi Srinivasan College of Arts and Science for Women Autonomous, Perambalur, Tamilnadu, India. Dr.T.Dheepak, Assistant Professor, Department of Computer Science, Centre for Distance and Online Education, Bharathidasan University ,Tiruchirappalli, Tamilnadu, India. Dr.T.Suresh, Assistant Professor, Department of Artificial Intelligence & Machine Learning, K.Ramakrishnan College of Engineering, Tiruchirappalli, Tamil Nadu, India. Dr.S.Kasthuri, Assistant Professor, Department of Computer Science, Srimad Andavan Arts & Science College (Autonomous), Tiruchirappalli, Tamilnadu, India. J.Preethi, Assistant Professor, Department of Computer Applications, Dhanalakshmi Srinivasan College of Arts and Science for Women Autonomous, Perambalur, Tamilnadu, India.
Book Synopsis Modeling Decisions for Artificial Intelligence by : Vicenç Torra
Download or read book Modeling Decisions for Artificial Intelligence written by Vicenç Torra and published by Springer Nature. This book was released on 2019-08-26 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2019, held in Milan, Italy, in September 2019. The 30 papers presented in this volume were carefully reviewed and selected from 50 submissions. They discuss different facets of decision processes in a broad sense and present research in data science, data privacy, aggregation functions, human decision making, graphs and social networks, and recommendation and search. The papers are organized in the following topical sections: aggregation operators and decision making; data science and data mining; and data privacy and security.
