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Blockchain and Artificial Intelligence : The World Rewired
Blockchain and artificial intelligence are perhaps the two most significant disruptive technologies this century and both will significantly rewire the world of global financial markets and the world in which we live.While blockchain offers a number of significant advantages over traditional forms of finance including lower cost and massive increases in operational efficiencies of traded markets, property records and a whole host of transaction processes, artificial intelligence is moving fast from basic structured machine learning doing menial yet important big data tasks like credit card fraud detection to predictive analysis and real-time real-world risk management and investment decision making.There is still a lot of confusion in the market about cryptocurrencies, bitcoin and the underlying blockchain technology.Blockchain and Artificial Intelligence highlights the underlying technologies of blockchain and the differences between cryptocurrencies and blockchain financial applications.It explores the current AI offerings and gives a vision of the fast-moving developments in this area including the many solutions that are expected to revolutionize the way financial and commodity markets will operate in the future.
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Artificial Intelligence and Blockchain for Social Impact : Social Business Models and Impact Finance
Artificial Intelligence and Blockchain for Social Impact provides an accessible overview of artificial intelligence (AI) and blockchain technologies, and explores their applications for social enterprise and impact investing. The opening chapter introduces the impact space, exploring different social business models, the role of technology, the impact investing market and general problems in the space.The remainder of this book falls into two paths: the first focusing on AI and the other looking at the blockchain technology.Providing introductions to each of these technologies and their histories, the author goes on to examine them from the perspectives of social business models and impact finance.A concluding chapter explores AI and cryptocurrencies in the impact space in the future.Readers are supported with international case studies and other student-friendly features. Situated at the intersection between technology, fintech, social enterprise, impact investing and social impact, this book is a valuable resource for upper-level courses across all these areas.It also offers an introduction to this emerging topic for researchers and business professionals. Online teaching resources to accompany this book include instructor lecture slides and data sets.
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Investment Analytics In The Dawn Of Artificial Intelligence
A class of highly mathematical algorithms works with three-dimensional (3D) data known as graphs.Our research challenge focuses on applying these algorithms to solve more complex problems with financial data, which tend to be in higher dimensions (easily over 100), based on probability distributions, with time subscripts and jumps.The 3D research analogy is to train a navigation algorithm when the way-finding coordinates and obstacles such as buildings change dynamically and are expressed in higher dimensions with jumps.Our short title 'ia ai' symbolizes how investment analytics is not a simplistic reapplication of artificial intelligence (AI) techniques proven in engineering.This book presents best-of-class sophisticated techniques available today to solve high dimensional problems with properties that go deeper than what is required to solve customary problems in engineering today.Dr Bernard Lee is the Founder and CEO of HedgeSPA, which stands for Sophisticated Predictive Analytics for Hedge Funds and Institutions.Previously, he was a managing director in the Portfolio Management Group of BlackRock in New York City as well as a finance professor who has taught and guest-lectured at a number of top universities globally.Related Link(s)
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Artificial Intelligence, Blockchain and IoT for Smart Healthcare
The concepts of telemedicine and e-healthcare have eased as well as improved the reachability of experienced doctors and medical staff to remote patients.A patient who is living in a remote village area can directly connect to specialist doctors across the globe though his/her mobile phone using telemedicine systems and e-healthcare services. In pandemic situations like COVID-19, these online platforms helped society to get medical treatment from their residence without any physical movement.Technology is transforming human lives by playing an important role in the planning, designing, and development of intelligent systems for better service. This book presents a cross-disciplinary perspective on the concept of machine learning, blockchain and IoT by congregating cutting-edge research and insights.It also identifies and discusses various advanced technologies such as internet of things (IoT), big data analytics, machine learning, artificial intelligence, cyber security, cloud computing, sensors and so on that are vital to foster the development of smart healthcare and telemedicine systems by providing effective solutions to the medical challenges faced by humankind.
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What is artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, typically computer systems. These processes include learning, reasoning, problem-solving, perception, and language understanding. AI technologies enable machines to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI is a rapidly evolving field with applications in various industries, including healthcare, finance, transportation, and entertainment.
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What is this artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, typically computer systems. These processes include learning, reasoning, problem-solving, perception, and language understanding. AI technologies are designed to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI is a rapidly evolving field with applications in various industries, including healthcare, finance, transportation, and entertainment.
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Does artificial intelligence scare you?
As an AI, I do not have emotions or fears. However, I understand that some people may feel scared or apprehensive about artificial intelligence due to concerns about its potential impact on society, privacy, and job displacement. It is important for developers and policymakers to address these concerns and ensure that AI is developed and used responsibly.
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Will artificial intelligence replace us?
Artificial intelligence has the potential to automate many tasks currently performed by humans, but it is unlikely to completely replace us. While AI can excel at tasks that require data processing and pattern recognition, it lacks human qualities such as creativity, empathy, and critical thinking. Humans will continue to be essential for decision-making, innovation, and tasks that require emotional intelligence. Therefore, rather than replacing us, AI is more likely to augment our capabilities and transform the way we work and live.
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Artificial Intelligence
Artificial Intelligence starts by helping you understand AI, especially what AI needs to work and why it has failed in the past.You also discover the basis for some of the issues with AI today and how those issues might prove to be nearly impossible to solve in some cases.Of course, along with the issues, you also dis-cover the fixes for some problems and consider where scientists are taking AI in search of answers. For a technology to survive, it must have a group of solid applications that actually work.It also must provide a payback to investors with the foresight to invest in the technology.In the past, AI failed to achieve critical success because it lacked some of these features.AI also suffered from being ahead of its time: True AI needed to wait for the current hardware to actually succeed.Today, you can find AI used in various computer applications and to automate processes.It's also relied on heavily in the medical field and to help improve human interaction.AI is also related to data analysis, machine learning, and deep learning.AI has a truly bright future today because it has become an essential technology.This book also shows you the paths that AI is likely to follow in the future.The various trends discussed in this book are based on what people are actually trying to do now.The new technology hasn't succeeded yet, but because people are working on it, it does have a good chance of success at some point.
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Artificial Intelligence in Finance : A Python-Based Guide
The widespread adoption of AI and machine learning is revolutionizing many industries today.Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally.With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading. Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance.Thanks to lots of self-contained Python examples, you'll be able to replicate all results and figures presented in the book. In five parts, this guide helps you:Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI)Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practiceApply neural networks and reinforcement learning to discover statistical inefficiencies in financial marketsIdentify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategiesUnderstand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about
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ARTificial Intelligence
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Digital Fluency : Understanding the Basics of Artificial Intelligence, Blockchain Technology, Quantum Computing, and Their Applications for Digital Transformation
If you are curious about the basics of artificial intelligence, blockchain technology, and quantum computing as key enablers for digital transformation and innovation, Digital Fluency is your handy guide.The real-world applications of these cutting-edge technologies are expanding rapidly, and your daily life will continue to be affected by each of them.There is no better time than now to get started and become digitally fluent. You need not have previous knowledge of these versatile technologies, as author Volker Lang will expertly guide you through this digital age.He illustrates key concepts and applications in numerous practical examples and more than 48 catchy figures throughout Digital Fluency.The end of each chapter presents you with a helpful implementation checklist of central lessons before proceeding to the next.This book gets to the heart of digital buzzwords and concepts, and tells you what they truly mean. Breaking down topics such as automated driving and intelligent robotics powered by artificial intelligence, blockchain-based cryptocurrencies and smart contracts, drug development and optimization of financial investment portfolios by quantum computing, and more is imperative to being ready for what the future of industry holds.Whether your own digital transformation journey takes place within your private or public organization, your studies, or your individual household, Digital Fluency maps out a concrete digital action plan for all of your technology and innovation strategy needs. What You Will LearnGain guidance in the digital age without requiring any previous knowledge about digital technologies and digital transformationGet acquainted with the most popular current and prospective applications of artificial intelligence, blockchain technology, and quantum computing across a wide range of industries including healthcare, financial services, and the automobile industryBecome familiar with the digital innovation models of Amazon, Google, Microsoft, IBM, and other world-leading organizationsImplement your own digital transformation successfully along the eight core dimensions of a concrete digital action planWho This Book Is ForThought-leaders, business executives and industry strategists, management and strategy consultants, politicians and policy makers, entrepreneurs, financial analysts, investors and venture capitalists, students and research scientists, as well as general readers, who want to become digitally fluent.
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Is artificial intelligence a danger?
Artificial intelligence can be a double-edged sword. While it has the potential to greatly benefit society by improving efficiency and solving complex problems, there are also concerns about its potential dangers. These include issues such as job displacement, privacy invasion, and the potential for AI systems to make biased or unethical decisions. It is crucial for regulations and ethical guidelines to be in place to ensure that AI is developed and used responsibly.
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How intelligent is artificial intelligence?
Artificial intelligence can be considered highly intelligent in terms of its ability to perform specific tasks and solve complex problems. AI systems can process and analyze vast amounts of data at speeds far beyond human capabilities, leading to advancements in various fields such as healthcare, finance, and transportation. However, AI lacks the general intelligence and cognitive abilities of humans, such as creativity, emotional intelligence, and common sense reasoning, which limits its overall intelligence compared to human intelligence.
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Is artificial intelligence a threat?
Artificial intelligence can be seen as a potential threat due to concerns about job displacement, privacy invasion, and the potential for misuse in warfare or surveillance. However, it also has the potential to bring about significant advancements in various fields such as healthcare, transportation, and education. It is important for society to carefully consider and regulate the development and deployment of AI to ensure that its benefits are maximized while minimizing potential risks.
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Is artificial intelligence totally overestimated?
Artificial intelligence is a powerful and rapidly advancing technology, but it is not without its limitations and challenges. While AI has made significant progress in areas such as image and speech recognition, natural language processing, and autonomous vehicles, it still struggles with complex reasoning, understanding context, and generalizing knowledge. Additionally, there are ethical and societal concerns surrounding the use of AI, such as bias in algorithms and job displacement. Therefore, while AI has great potential, it is important to approach its capabilities and limitations with a balanced perspective.
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