Download or read book Artificial Intelligence and Machine Learning Powered Smart Finance written by Taneja, Sanjay and published by IGI Global. This book was released on 2024-02-12 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the field of finance, the pervasive influence of algorithms has transformed the very fabric of the industry. Today, over 75% of trades are orchestrated by algorithms, making them the linchpin for trade automation, predictions, and decision-making. This algorithmic reliance, while propelling financial services into unprecedented efficiency, has also ushered in a host of challenges. As the financial sector becomes increasingly algorithm-driven, concerns about risk assessment, market manipulation, and the ethical implications of automated decision-making have taken center stage. Artificial Intelligence and Machine Learning-Powered Smart Finance, meticulously examines the intersection of computational finance and advanced algorithms and the challenges associated with this technology. As algorithms permeate various facets of financial services, the book takes a deep dive into their applications, spanning forecasting, portfolio optimization, market trends analysis, and cryptoanalysis. It sheds light on the role of AI-based algorithms in personnel selection, implementing trusted financial services, developing recommendation systems for financial platforms, and detecting fraud, presenting a compelling case for the integration of innovative solutions in the financial sector. As the book unravels the intricate tapestry of algorithmic applications in finance, it also illuminates the ethical considerations and governance frameworks essential for navigating the delicate balance between technological innovation and responsible financial practices.

Download or read book Powering the Digital Economy Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Download or read book Artificial Intelligence in Banking written by Introbooks and published by . This book was released on 2020-04-07 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: In these highly competitive times and with so many technological advancements, it is impossible for any industry to remain isolated and untouched by innovations. In this era of digital economy, the banking sector cannot exist and operate without the various digital tools offered by the ever new innovations happening in the field of Artificial Intelligence (AI) and its sub-set technologies. New technologies have enabled incredible progression in the finance industry. Artificial Intelligence (AI) and Machine Learning (ML) have provided the investors and customers with more innovative tools, new types of financial products and a new potential for growth.According to Cathy Bessant (the Chief Operations and Technology Officer, Bank of America), AI is not just a technology discussion. It is also a discussion about data and how it is used and protected. She says, "In a world focused on using AI in new ways, we're focused on using it wisely and responsibly."

Download or read book Navigating the World of Deepfake Technology written by Lakhera, Girish and published by IGI Global. This book was released on 2024-08-09 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital age has ushered in an era of incredible innovation, but it's also opened the door to new threats. Deepfakes, hyper-realistic manipulated videos and images, are blurring the lines between truth and fiction. Malicious actors can use deepfakes to create fake news that sways elections, fabricate celebrity scandals to damage reputations, or even launch targeted attacks against businesses. This loss of trust can have a devastating impact on individuals, society as a whole, and especially organizations struggling to maintain brand integrity and secure operations. Navigating the World of Deepfake Technology equips you to understand deepfakes, from their work to the legal issues surrounding them. It also provides practical strategies to identify deepfakes and mitigate their risks, empowering you to protect yourself and your organization. Whether you're a business leader, journalist, or simply someone concerned about the impact of deepfakes, this book is essential reading. It's your key to staying informed and safeguarding yourself in a world increasingly reliant on digital media.

Download or read book Fintech with Artificial Intelligence Big Data and Blockchain written by Paul Moon Sub Choi and published by Springer Nature. This book was released on 2021-03-08 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to recent advancements in financial technologies. The contents cover some of the state-of-the-art fields in financial technology, practice, and research associated with artificial intelligence, big data, and blockchain—all of which are transforming the nature of how products and services are designed and delivered, making less adaptable institutions fast become obsolete. The book provides the fundamental framework, research insights, and empirical evidence in the efficacy of these new technologies, employing practical and academic approaches to help professionals and academics reach innovative solutions and grow competitive strengths.

Download or read book Neuromarketing s Role in Sustainable Finance written by Taneja, Sanjay and published by IGI Global. This book was released on 2024-10-18 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuromarketing plays a significant role in sustainable finance by tapping into the emotional and cognitive factors that influence investor decisions regarding socially and environmentally responsible investments. It helps financial institutions understand how individuals respond to sustainability messages, enabling them to craft more persuasive campaigns that resonate with investors’ values. By leveraging insights into behavior and decision-making processes, neuromarketing enhances the appeal of sustainable finance, encourages greener investment choices, and helps align financial practices with the growing demand for ethical, long-term impact solutions. Neuromarketing's Role in Sustainable Finance explores the intersection of neuromarketing and sustainable finance, revealing how insights from cognitive neuroscience can drive environmentally responsible investment behaviors. It examines subconscious factors influencing consumer decisions toward green investments, offering theoretical frameworks and practical applications to understand and promote ethical financial choices. Covering topics such as behavioral finance, environmental awareness, and investor patterns, this book is an excellent resource for scholars, researchers, financial professionals, marketers, business professionals, academicians, graduate and postgraduate students, and more.

Download or read book Strategic Innovations of AI and ML for E Commerce Data Security written by Kaur, Gaganpreet and published by IGI Global. This book was released on 2024-09-13 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: As e-commerce continues to increase in usage and popularity, safeguarding consumers private data becomes critical. Strategic innovations in artificial intelligence and machine learning revolutionize data security by offering advanced tools for threat detection and mitigation. Integrating AI and machine learning into their security solutions will allow businesses to build customer trust and maintain a competitive edge throughout the growing digital landscapes. A thorough examination of cutting-edge innovations in e-commerce data security may ensure security measures keep up with current technological advancements in the industry. Strategic Innovations of AI and ML for E-Commerce Data Security explores practical applications in data security, algorithms, and modelling. It examines solutions for securing e-commerce data, utilizing AI and machine learning for modelling techniques, and navigating complex algorithms. This book covers topics such as data science, threat detection, and cybersecurity, and is a useful resource for computer engineers, data scientists, business owners, academicians, scientists, and researchers.

Download or read book Generative AI and Implications for Ethics Security and Data Management written by Gomathi Sankar, Jeganathan and published by IGI Global. This book was released on 2024-08-21 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Robo Advisors in Management written by Gupta, Swati 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: In the ever-evolving landscape of management, the introduction of robo-advisors has introduced challenges and opportunities that require careful examination. Organizations grapple with the profound impact of these automated systems on decision-making processes, resource allocation, and strategic planning. The need for a comprehensive understanding of how robo-advisors integrate into various management functions and sectors has become paramount. Decision-makers, researchers, and students seeking clarity in this transformative period are faced with a shortage of literature that bridges theoretical insights with practical applications. Robo-Advisors in Management stand out as a pioneering solution to this crucial gap in the existing body of knowledge. This book does not merely explore the challenges presented by robo-advisors; it delves into the heart of these challenges and navigates the diverse applications of these technologies in sectors ranging from wealth management to healthcare and real estate. By seamlessly blending theoretical foundations with real-world scenarios, the book equips both professionals and academics with the tools needed to comprehend and harness the potential of robo-advisors. It is an invaluable resource for decision-makers looking to optimize their strategies, researchers seeking in-depth insights, and students aspiring to navigate the intersection of management and fintech.

Download or read book Harnessing Technology for Knowledge Transfer in Accountancy Auditing and Finance written by Kwok, Samuel and published by IGI Global. This book was released on 2024-02-26 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fusion of technology and knowledge transfer has become a pivotal force in the ever-evolving landscape of accountancy, auditing, and finance. Harnessing Technology for Knowledge Transfer in Accountancy, Auditing, and Finance delves deep into technology's revolutionary potential, dissecting advancements like artificial intelligence, blockchain, data analytics, machine learning, and cloud computing. Through examination and analysis, this book unveils the immense applicability of these technologies in facilitating the transfer of knowledge within the intricate web of financial industries. One of the book's unique strengths is its comprehensive approach to technology adoption. Readers will unearth innovative methodologies, best practices, and novel strategies for optimizing knowledge transfer processes through technological integration to enhance organizational performance and efficiency, equipping professionals with the tools and insights to thrive in the modern financial landscape. This book is ideal for professionals, academics, and researchers. It arms them with indispensable tools, insights, and strategies to harness the full potential of technology in knowledge transfer.

Download or read book Recent Developments in Financial Management and Economics written by Derbali, Abdelkader Mohamed Sghaier and published by IGI Global. This book was released on 2024-03-18 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of Financial Management & Economics (FME) is constantly adapting to the changing economic landscape, observing the ongoing developments in the global business environment. These shifting dynamics have introduced a variety of influences, both fleeting and enduring, that deeply affect the decision-making foundations within the business arena. Researchers are tasked with shedding light on the bigger picture, capturing the essence of both subtle and significant shifts. As they confront unprecedented challenges, the imperative to document and comprehend these transformations resonates more urgently than ever before. Recent Developments in Financial Management and Economics is a work that beckons academics, researchers, and industry professionals to engage in the exploration of these changes. This book has a singular objective: to provide professionals, academics, and researchers with new theoretical frameworks and the latest empirical research findings. The book focuses on trust as a key driver, influencing different levels of Financial Management & Economics. It explores trust across the global economy and individual interactions in networked settings, offering guidance for navigating the complexities of today's interconnected financial and economic systems.

Download or read book Financial Inclusion Sustainability and the Influence of Religion and Technology written by Rehman, Awais Ur and published by IGI Global. This book was released on 2024-03-18 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial inclusion has proven to be a looming issue challenging policymakers and scholars. Financial inclusion revolves around the fundamental notion of ensuring that individuals from all walks of life have access to affordable and effective financial products and services that cater to their unique needs. Yet, as we grapple with this issue, we find it entwined with other critical factors such as religious and cultural norms, technological advancements, and sustainability goals. The intricate web of these elements forms a complex tapestry that requires deep exploration and understanding. Financial Inclusion, Sustainability, and the Influence of Religion and Technology is a groundbreaking book which delves headfirst into the multifaceted issue of the inclusivity of financial services and the complexities of societal interplay in this matter. Targeting academic scholars as its primary audience, this book acts as a guide to solution development. It meticulously unravels the intricate connections between financial inclusion, sustainability, religion, and technology. Readers will embark on a journey that not only dissects the problem but also illuminates the path forward. From exploring the complex relationship between financial inclusion and sustainability to identifying the challenges and opportunities presented by religion and technology, this book leaves no stone unturned. It offers a comprehensive roadmap for future research and action, providing a beacon of hope for achieving a more equitable and technologically advanced future.

Download or read book Exploring Central Bank Digital Currencies Concepts Frameworks Models and Challenges written by Kaur, Guneet and published by IGI Global. This book was released on 2024-03-07 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the ever-evolving landscape of global finance, the rise of Central Bank Digital Currencies (CBDCs) has introduced a myriad of challenges that demand immediate scholarly attention. The accelerating pace of digital transformation, coupled with the intricate dynamics of these novel currencies, poses significant hurdles in their widespread adoption. From privacy concerns to the technological complexities involved, the academic community finds itself at the forefront of deciphering the multifaceted challenges inherent in the CBDC landscape. Addressing this imperative need for comprehensive analysis is the groundbreaking publication, Exploring Central Bank Digital Currencies: Concepts, Frameworks, Models, and Challenges. Within the pages of this compelling work, scholars will encounter a meticulous exploration of the intricate evolution of money, navigating from traditional barter systems to the digital era. The catalytic role of Bitcoin in reshaping the financial landscape serves as a cornerstone, laying the foundation for a profound understanding of the cryptocurrency fundamentals that underpin CBDCs. This book delves into the conceptual frameworks and technological models shaping CBDCs, aiming to illuminate the complex challenges faced by central banks, governments, and financial institutions in their pursuit of digital currency integration.

Download or read book Issues of Sustainability in AI and New Age Thematic Investing written by Irfan, Mohammad and published by IGI Global. This book was released on 2024-03-18 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the face of an evolving global landscape characterized by climate change and a pressing need for sustainable development, the finance sector remains at a critical juncture. Traditional financial models struggle to address the challenges posed by the transition to a low-carbon economy, and unlocking private investments for sustainable initiatives remains an uphill battle. The integration of Artificial Intelligence (AI) and Machine Learning (ML) into financial systems presents both promise and peril, with the potential to reshape the industry while posing unprecedented challenges. Issues of Sustainability in AI and New-Age Thematic Investing is a beacon of insight and solutions in the realm of green finance and AI/ML integration. Geared toward academic scholars, policymakers, and industry experts, this book serves as a comprehensive guide to navigating the intricacies of sustainable development and energy transition. By highlighting the pivotal role of AI/ML in green finance, the publication bridges the gap between theoretical understanding and practical implementation, offering actionable solutions for unlocking private investments.

Download or read book Strengthening Sustainable Digitalization of Asian Economy and Society written by Ordóñez de Pablos, Patricia and published by IGI Global. This book was released on 2024-03-27 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the ongoing evolution of Asia's economy and society, there is a crucial need to explore innovative conceptual frameworks, empirical studies, and case analyses. These endeavors aim to unravel the intricate relationship between digital transformation and the imperative for fostering a greener, more circular, and climate-neutral Asian economy. Strengthening Sustainable Digitalization of Asian Economy and Society explores the intersection between digital technologies, knowledge management, and sustainable development. The book addresses the challenges and opportunities the digital age poses, examining how advanced information technologies, including artificial intelligence, IoT, and machine learning, coupled with practical knowledge management, can catalyze a transformative journey. Strengthening Sustainable Digitalization of Asian Economy and Society unravels how these digital tools and solutions impact the realization of the Sustainable Development Goals (SDGs) by 2030, offering invaluable insights for academics, researchers, industry players, policymakers, and stakeholders. This book emphasizes the ASEAN region, providing an understanding of the regional nuances in the digital transition by presenting comparative regional studies, including Asia, Europe, the USA, Latin America, Africa, and the Gulf Region.

Download or read book Smart Financial Market AI and the Future of Banking written by Pritam Mehta and published by Centre for Academic Research and Excellence . This book was released on 2024-08-25 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Financial Market: AI and the Future of Banking offers a comprehensive exploration of how artificial intelligence is transforming the financial industry. This essential read covers critical topics such as FinTech innovations, robo-advising, and evolving payment methods. The book is a collaboration of experts, including engineers, professors, law students, and bank managers, ensuring that the content is both authoritative and up-to-date with the current landscape. Delving into the intersection of technology and finance, this book provides readers with insights into the latest AI-driven solutions that are reshaping banking services. From the rise of FinTech startups disrupting traditional banking models to the advent of robo-advisors offering personalized financial guidance, this book examines how AI is creating new opportunities and challenges within the financial sector.

Download or read book Hands On Artificial Intelligence for Banking written by Jeffrey Ng and published by Packt Publishing Ltd. This book was released on 2020-07-10 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delve into the world of real-world financial applications using deep learning, artificial intelligence, and production-grade data feeds and technology with Python Key FeaturesUnderstand how to obtain financial data via Quandl or internal systemsAutomate commercial banking using artificial intelligence and Python programsImplement various artificial intelligence models to make personal banking easyBook Description Remodeling your outlook on banking begins with keeping up to date with the latest and most effective approaches, such as artificial intelligence (AI). Hands-On Artificial Intelligence for Banking is a practical guide that will help you advance in your career in the banking domain. The book will demonstrate AI implementation to make your banking services smoother, more cost-efficient, and accessible to clients, focusing on both the client- and server-side uses of AI. You’ll begin by understanding the importance of artificial intelligence, while also gaining insights into the recent AI revolution in the banking industry. Next, you’ll get hands-on machine learning experience, exploring how to use time series analysis and reinforcement learning to automate client procurements and banking and finance decisions. After this, you’ll progress to learning about mechanizing capital market decisions, using automated portfolio management systems and predicting the future of investment banking. In addition to this, you’ll explore concepts such as building personal wealth advisors and mass customization of client lifetime wealth. Finally, you’ll get to grips with some real-world AI considerations in the field of banking. By the end of this book, you’ll be equipped with the skills you need to navigate the finance domain by leveraging the power of AI. What you will learnAutomate commercial bank pricing with reinforcement learningPerform technical analysis using convolutional layers in KerasUse natural language processing (NLP) for predicting market responses and visualizing them using graph databasesDeploy a robot advisor to manage your personal finances via Open Bank APISense market needs using sentiment analysis for algorithmic marketingExplore AI adoption in banking using practical examplesUnderstand how to obtain financial data from commercial, open, and internal sourcesWho this book is for This is one of the most useful artificial intelligence books for machine learning engineers, data engineers, and data scientists working in the finance industry who are looking to implement AI in their business applications. The book will also help entrepreneurs, venture capitalists, investment bankers, and wealth managers who want to understand the importance of AI in finance and banking and how it can help them solve different problems related to these domains. Prior experience in the financial markets or banking domain, and working knowledge of the Python programming language are a must.