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Fintech Applications In Islamic Finance Ai Machine Learning And Blockchain Techniques
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Book Synopsis Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques by : Irfan, Mohammad
Download or read book Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques written by Irfan, Mohammad and published by IGI Global. This book was released on 2023-12-07 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the realm of Islamic finance, a pivotal challenge looms—the escalating complexity of investment decisions, macroeconomic analyses, and credit evaluations. In response, we present a groundbreaking solution that resonates with the rapidly evolving fintech era. Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques offers a compelling repository of knowledge, meticulously curated by renowned editors Mohammad Irfan, Seifedine Kadry, Muhammad Sharif, and Habib Ullah Khan. Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques is a call to action, an exploration of innovation, and a guide for both academia and industry. In an era where AI, ML, and blockchain reshape finance, this book stands as a beacon of knowledge, ushering Islamic finance into a realm of unprecedented efficiency and insight. As we invite readers to embark on this transformative journey, we illuminate the path to a future where technology and tradition converge harmoniously.
Book Synopsis Artificial Intelligence and Islamic Finance by : Adel M. Sarea
Download or read book Artificial Intelligence and Islamic Finance written by Adel M. Sarea and published by Routledge. This book was released on 2021-12-31 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic overview of the current trends in research relating to the use of artificial intelligence in Islamic financial institutions (IFIs), across all organization of Islamic cooperation (OIC) countries. Artificial Intelligence and Islamic Finance discusses current and potential applications of artificial intelligence (AI) for risk management in Islamic finance. It covers various techniques of risk management, encompassing asset and liability management risk, credit, market, operational, liquidity risk, as well as regulatory and Shariah risk compliance within the financial industry. The authors highlight AI’s ability to combat financial crime such as monitoring trader recklessness, anti-fraud and anti-money laundering, and assert that the capacity of machine learning (ML) to examine large amounts of data allows for greater granular and profound analyses across a variety of Islamic financial products and services. The book concludes with practical limitations around data management policies, transparency, and lack of necessary skill sets within financial institutions. By adopting new methodological approaches steeped in an Islamic economic framework (e.g., analysing FinTech in the context of Shariah principles and Islamic values), it devises practical solutions and generates insightful knowledge, helping readers to understand and explore the role of technological enablers in the Islamic finance industry, such as RegTech and artificial intelligence, in providing better and Shariah-compliant services to customers through digital platforms. The book will attract a wide readership spanning Shariah scholars, academicians, and researchers as well as Islamic financial practitioners and policy makers.
Book Synopsis Artificial Intelligence, Fintech, and Financial Inclusion by : Rajat Gera
Download or read book Artificial Intelligence, Fintech, and Financial Inclusion written by Rajat Gera and published by CRC Press. This book was released on 2023-12-29 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers big data, machine learning, and artificial intelligence-related technologies and how these technologies can enable the design, development, and delivery of customer-focused financial services to both corporate and retail customers, as well as how to extend the benefits to the financially excluded sections of society. Artificial Intelligence, Fintech, and Financial Inclusion describes the applications of big data and its tools such as artificial intelligence and machine learning in products and services, marketing, risk management, and business operations. It also discusses the nature, sources, forms, and tools of big data and its potential applications in many industries for competitive advantage. The primary audience for the book includes practitioners, researchers, experts, graduate students, engineers, business leaders, and analysts researching contemporary issues in the area.
Book Synopsis Impact of Financial Technology (FinTech) on Islamic Finance and Financial Stability by : Naifar, Nader
Download or read book Impact of Financial Technology (FinTech) on Islamic Finance and Financial Stability written by Naifar, Nader and published by IGI Global. This book was released on 2019-09-27 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: With advancing technologies like distributed ledgers, smart contracts, and digital payment platforms, financial services must be innovative in order to remain relevant in the modern era. The adoption of financial technology affects the whole Islamic financial industry as well as the economic stability of a globalized world. There is a need for research that seeks to understand financial technology and the regulatory technology necessary to ensure financial security and stability. Impact of Financial Technology (FinTech) on Islamic Finance and Financial Stability is an essential publication that examines both the theory and application of newly-available financial services and discusses the impact of FinTech on the Islamic financial service industry. Featuring research on topics such as cryptocurrency, peer-to-peer transferring, and digital wallets, this book is ideally designed for researchers, bank managers, economists, analysts, market professionals, managers, executives, computer scientists, business practitioners, academicians, and students seeking coverage on how the latest in artificial intelligence, machine learning, and blockchain technology will redesign Islamic finance.
Book Synopsis Beyond Fintech: Technology Applications For The Islamic Economy by : Hazik Mohamed
Download or read book Beyond Fintech: Technology Applications For The Islamic Economy written by Hazik Mohamed and published by World Scientific. This book was released on 2020-11-25 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beyond Fintech: Technology Applications for the Islamic Economy is a follow-up to the first-ever Islamic Fintech book by the author (published in 2018) that provided linkages between Islamic Finance and disruptive technologies like the blockchain. In the wake of fintech as a new trend in financial markets, the ground-breaking book stressed the relevance of Islamic finance and its implications, when enabled by fintech, towards the development of the Islamic digital economy. While the earlier work discussed the crucial innovation, structural, and institutional development for financial technologies in Islamic Finance, this new research explores the multiple applications possible in the various sectors of the economy, within and beyond finance, that can be significantly transformed. These revolutionary applications involve the integration of AI, blockchain, data analytics, and Internet-of-Things (IoT) devices for a holistic solution to tackle the bottlenecks and other issues in existing processes of traditional systems. The principles of accountability, duty, justice, and transparency are the foundation of shaping the framework in achieving good governance in all institutions — public or private, Islamic or otherwise. Technologies like AI, blockchain, and IoT devices can operationalize the transparency and accountability that is required to eradicate poverty, distribute wealth, enhance micro-, small- and large-scale initiatives for social and economic development, and thus share prosperity for a moral system that enables a more secure and sustainable economy.
Book Synopsis Blockchain, Fintech, and Islamic Finance by : Hazik Mohamed
Download or read book Blockchain, Fintech, and Islamic Finance written by Hazik Mohamed and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-09-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the success of the first edition that brought attention to the digital revolution in Islamic financial services, comes this revised and updated second edition of Blockchain, Fintech and Islamic Finance. The authors reiterate the potential of digital disruption to shrink the role and relevance of today’s banks, while simultaneously creating better, faster, cheaper services that will be an essential part of everyday life. Digital transformation will also offer the ability to create new ways to better comply to Islamic values in order to rebuild trust and confidence in the current financial system. In this new edition, they explore current concepts of decentralized finance (DeFi), distributed intelligence, stablecoins, and the integration of AI, blockchain, data analytics and IoT devices for a holistic solution to ensure technology adoption in a prudent and sustainable manner. The book discusses crucial innovation, structural and institutional developments for financial technologies including two fast-growing trends that merge and complement each other: tokenization, where all illiquid assets in the world, from private equity to real estate and luxury goods, become liquid and can be traded more efficiently, and second, the rise of a new tokenized economy where inevitably new rules and ways to enforce them will develop to fully unleash their capabilities. These complementary and oft-correlated trends will complete the decentralization of finance and will influence the way future financial services will be implemented. This book provides insights into the shift in processes, as well as the challenges that need to be overcome for practical applications for AI and blockchain and how to approach such innovations. It also covers new technological risks that are the consequence of utilizing frontier technologies such as AI, blockchain and IoT. Industry leaders, Islamic finance professionals, along with students and academics in the fields of Islamic finance and economics will benefit immensely from this book.
Book Synopsis Fintech with Artificial Intelligence, Big Data, and Blockchain by : Paul Moon Sub Choi
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.
Book Synopsis Fintech and Islamic Finance by : Nafis Alam
Download or read book Fintech and Islamic Finance written by Nafis Alam and published by Springer Nature. This book was released on 2019-10-02 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Technology (Fintech) has revolutionized the financial world as one of the fastest-growing segments in both the technology and financial sectors. With the usage of underlying principles of Blockchain technology, Fintech is bringing the financial community together and making financial services accessible to everyone. Fintech has far-reaching implications for Islamic finance such as banking, investment, insurance (takaful) and wealth management, which are benefitting from this usage. This book provides a comprehensive review of how Fintech is shaping the Islamic finance industry through three key aspects: Digitalization, Development and Disruption. The book will provide insight on the Shariahtech (Fintech in line with Shariah principle) and its application in the Islamic finance industry. The book also gives an overview of Blockchain and Fintech evolution and how they act as the building blocks of the digital financial landscape. Readers of the book will also get a detailed discernment on the Islamic viewpoint on cryptocurrency as well as the application of the smart contract in different Islamic financial services. The book provides students, academics and researchers with a detailed description of the Blockchain and Fintech application in Islamic finance.
Book Synopsis Issues of Sustainability in AI and New-Age Thematic Investing by : Irfan, Mohammad
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.
Book Synopsis Advanced Machine Learning Algorithms for Complex Financial Applications by : Irfan, Mohammad
Download or read book Advanced Machine Learning Algorithms for Complex Financial Applications written by Irfan, Mohammad and published by IGI Global. This book was released on 2023-01-09 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advancements in artificial intelligence and machine learning have significantly affected the way financial services are offered and adopted today. Important financial decisions such as investment decision making, macroeconomic analysis, and credit evaluation are becoming more complex within the field of finance. Artificial intelligence and machine learning, with their spectacular success accompanied by unprecedented accuracies, have become increasingly important in the finance world. Advanced Machine Learning Algorithms for Complex Financial Applications provides innovative research on the roles of artificial intelligence and machine learning algorithms in financial sectors with special reference to complex financial applications such as financial risk management in big data environments. In addition, the book addresses broad challenges in both theoretical and application aspects of artificial intelligence in the field of finance. Covering essential topics such as secure transactions, financial monitoring, and data modeling, this reference work is crucial for financial specialists, researchers, academicians, scholars, practitioners, instructors, and students.
Book Synopsis Machine Learning for Finance by : Saurav Singla
Download or read book Machine Learning for Finance written by Saurav Singla and published by BPB Publications. This book was released on 2021-01-05 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the essentials of Machine Learning and its impact in financial sector KEY FEATURESÊ _Explore the spectrum of machine learning and its usage. _Understand the NLP and Computer Vision and their use cases. _Understand the Neural Network, CNN, RNN and their applications. _ÊUnderstand the Reinforcement Learning and their applications. _Learn the rising application of Machine Learning in the Finance sector. Ê_Exposure to data mining, data visualization and data analytics. DESCRIPTION The fields of machining adapting, profound learning, and computerized reasoning are quickly extending and are probably going to keep on doing as such for a long time to come. There are many main impetuses for this, as quickly caught in this review. Now and again, the advancement has been emotional, opening new ways to deal with long-standing innovation challenges, for example, progresses in PC vision and picture investigation.Ê Ê The book demonstrates how to solve some of the most common issues in the financial industry.Ê The book addresses real-life problems faced by practitioners on a daily basis. The book explains how machine learning works on structured data, text, and images. You will cover the exploration of Nave Bayes, Normal Distribution, Clustering with Gaussian process, advanced neural network, sequence modeling, and reinforcement learning. Later chapters will discuss machine learning use cases in the finance sector and the implications of deep learning. The book ends with traditional machine learning algorithms. Ê Machine Learning has become very important in the finance industry, which is mostly used for better risk management and risk analysis. Better analysis leads to better decisions which lead to an increase in profit for financial institutions. Machine Learning to empower fintech to make massive profits by optimizing processes, maximizing efficiency, and increasing profitability. WHAT WILL YOU LEARN _ Ê Ê Ê You will grasp the most relevant techniques of Machine Learning for everyday use. _ Ê Ê Ê You will be confident in building and implementing ML algorithms. _ Ê Ê Ê Familiarize the adoption of Machine Learning for your business need. _ Ê Ê Ê Discover more advanced concepts applied in banking and other sectors today. _ Ê Ê Ê Build mastery skillset in designing smart AI applications including NLP, Computer Vision and Deep Learning. WHO THIS BOOK IS FORÊ Data Scientist, Machine Learning Engineers and Individuals who want to adopt machine learning in the financial domain. Practitioners are working in banks, asset management, hedge funds or working the first time in the finance domain. Individuals who want to learn about applications of machine learning in finance or individuals entering the fintech domain. TABLE OF CONTENTS 1.Introduction 2.Naive Bayes, Normal Distribution and Automatic Clustering Processes 3.Machine Learning for Data Structuring 4.Parsing Data Using NLP 5.Computer Vision 6.Neural Network, GBM and Gradient Descent 7.Sequence Modeling 8.Reinforcement Learning For Financial Markets 9.Finance Use Cases 10.Impact of Machine Learning on Fintech 11.Machine Learning in Finance 12.eKYC and Anti-Fraud Policy 13.Uses of Data Mining and Data Visualization 14.Advantages and Disadvantages of Machine Learning 15.Applications of Machine Learning in Other Industries 16.Ethical considerations in Artificial Intelligence 17.Artificial Intelligence in Banking 18.Common Machine Learning Algorithms 19.Frequently Asked Questions
Book Synopsis Financial Inclusion, Sustainability, and the Influence of Religion and Technology by : Rehman, Awais Ur
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.
Book Synopsis Big Data and Artificial Intelligence in Digital Finance by : John Soldatos
Download or read book Big Data and Artificial Intelligence in Digital Finance written by John Soldatos and published by Springer Nature. This book was released on 2022 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents how cutting-edge digital technologies like Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. The book illustrates how recent advances in these technologies facilitate banks, FinTechs, and financial institutions to collect, process, analyze, and fully leverage the very large amounts of data that are nowadays produced and exchanged in the sector. To this end, the book also introduces some of the most popular Big Data, AI and Blockchain applications in the sector, including novel applications in the areas of Know Your Customer (KYC), Personalized Wealth Management and Asset Management, Portfolio Risk Assessment, as well as variety of novel Usage-based Insurance applications based on Internet-of-Things data. Most of the presented applications have been developed, deployed and validated in real-life digital finance settings in the context of the European Commission funded INFINITECH project, which is a flagship innovation initiative for Big Data and AI in digital finance. This book is ideal for researchers and practitioners in Big Data, AI, banking and digital finance. Introduces the latest advances in Big Data and AI in Digital Finance that enable scalable, effective, and real-time analytics; Explains the merits of Blockchain technology in digital finance, including applications beyond the blockbuster cryptocurrencies; Presents practical applications of cutting edge digital technologies in the digital finance sector; Illustrates the regulatory environment of the financial sector and presents technical solutions that boost compliance to applicable regulations; This book is open access, which means that you have free and unlimited access.
Book Synopsis FinTech as a Disruptive Technology for Financial Institutions by : Rafay, Abdul
Download or read book FinTech as a Disruptive Technology for Financial Institutions written by Rafay, Abdul and published by IGI Global. This book was released on 2019-01-18 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial institutions are tasked with keeping businesses of all sizes financially sounds while also providing accessible banking options to everyday individuals. Fintech, or financial technology, is an emerging disruptive technology in financial transaction that will change banking behavior for stakeholders and enable better traceability of funds against specific assets. FinTech as a Disruptive Technology for Financial Institutions is an essential reference source that discusses applications of FinTech in financial institutions in small, medium, and large businesses and through cultural and religious filters. Featuring research on topics such as machine learning, market development, crypto-currency, financial security, blockchain, and financial technology, this book is ideally designed for bankers, business managers, economists, computer scientists, academicians, researchers, financial professionals, and students.
Book Synopsis FinTech in Islamic Financial Institutions by : M. Kabir Hassan
Download or read book FinTech in Islamic Financial Institutions written by M. Kabir Hassan and published by Springer Nature. This book was released on 2022-11-30 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores several challenges facing FinTech in Islamic financial institutions. Firstly, large banks and financial institutions in countries with updated and innovative technological channels will earn the technology arbitrage from FinTech. This ‘size’ puzzle may create a challenge for Islamic financial institutions that are of smaller size and from technologically less-developed countries. Secondly, while access to FinTech is getting broader day by day, usage of FinTech is still limited due to personal and governance-related limitations. Moreover, the level of awareness of the emerging FinTech services (i.e., bitcoin, blockchain, etc.) remains extremely poor even among the residents of technologically-advanced countries. Thirdly, use of FinTech by Islamic financial institutions is limited to Islamic banking, to users from developed countries, among young customers, and for a limited number of traditional banking services such as the deposits and payment services. Also, banks hope to use FinTech to increase the size of a new breed of technology-savvy depositors and loan customers to achieve economies of scale, which may help stabilize the banking sector. Automation in Islamic banks and the participation of Islamic financial institutions in blockchain and bitcoin domains require extensive research from Shariah-compliance as well as market and consumer-related grounds. With all the opportunities and challenges of FinTech—promoting inclusion, easier loan monitoring, and risk of Shariah non-compliance—this book explores the implications for Islamic financial institutions and will be of interest to scholars, researchers, and students of Islamic finance and financial technology.
Book Synopsis Fintech in Islamic Finance by : Umar A. Oseni
Download or read book Fintech in Islamic Finance written by Umar A. Oseni and published by Routledge. This book was released on 2019-06-07 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring high-level analysis of Islamic law, this book examines fintech in Islamic finance from both theoretical and empirical perspectives. Whilst building on existing approaches, it also discusses the current application of fintech in promoting financial inclusion through innovative solutions in Muslim-majority countries, identifying future directions for policy-makers. With original chapters written by prominent academics, senior lawyers and practitioners in the global Islamic finance industry, this book serves as the first standalone pioneering reference work on fintech in Islamic finance. It also, for the first time, examines the position of Islamic law on cryptocurrencies, such as bitcoin. Besides the conceptual analysis of the Sharīʿah and legal aspects of fintech in Islamic finance, this book provides relevant case studies showing current and potential developments in the application of fintech in various sectors ranging from crowdfunding and smart contracts, to Online Dispute Resolution, Investment Account Platform and identity verification in the KYC process. Setting the agenda for researchers in the field, Fintech in Islamic Finance will be useful to students and scholars of Islamic finance and financial technology.
Book Synopsis Artificial Intelligence for Capital Markets by : Syed Hasan Jafar
Download or read book Artificial Intelligence for Capital Markets written by Syed Hasan Jafar and published by CRC Press. This book was released on 2023-05-15 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Capital Market throws light on the application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to "black box" syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book. Features: Showcases artificial intelligence in finance service industry Explains credit and risk analysis Elaborates on cryptocurrencies and blockchain technology Focuses on the optimal choice of asset pricing model Introduces testing of market efficiency and forecasting in the Indian stock market This book serves as a reference book for academicians, industry professionals, traders, finance managers and stock brokers. It may also be used as textbook for graduate level courses in financial services and financial analytics.
