The Essentials Of Machine Learning In Finance And Accounting
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The Essentials Of Machine Learning In Finance And Accounting
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Author : Mohammad Zoynul Abedin
language : en
Publisher: Routledge
Release Date : 2021-06-20
The Essentials Of Machine Learning In Finance And Accounting written by Mohammad Zoynul Abedin and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-20 with Business & Economics categories.
This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real-world context. These computational techniques are particularly useful in financial risk management, corporate bankruptcy prediction, stock price prediction, and portfolio management. The book also offers practical and managerial implications of financial and managerial decision support systems and how these systems capture vast amount of financial data. Business risk and uncertainty are two of the toughest challenges in the financial industry. This book will be a useful guide to the use of machine learning in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management.
Navigating The Fintech Frontier Transformative Innovations And Risk Factors In Financial Services
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Author : Abdul-Razak Abubakari, Mohammed Majeed, Nurideen Alhassan, Jonas Yomboi
language : en
Publisher: Bentham Science Publishers
Release Date : 2025-04-25
Navigating The Fintech Frontier Transformative Innovations And Risk Factors In Financial Services written by Abdul-Razak Abubakari, Mohammed Majeed, Nurideen Alhassan, Jonas Yomboi and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Business & Economics categories.
Navigating the Fintech Frontier Transformative Innovations and Risk Factors in Financial Services explores the transformative impact of financial technology on banking and financial services. It examines key opportunities and challenges in fintech adoption, including AI-driven banking, blockchain innovations, big data analytics, and the role of IoT in financial services. The book also addresses the risks associated with fintech adoption, addressing security, regulatory concerns, and customer trust. Key Features: - Explores fintech adoption, risks, and regulatory challenges. - Analyzes AI, blockchain, big data, and IoT in banking. - Examines the impact of machine learning on financial services. - Offers insights into customer behavior and risk management. - Provides a theoretical and practical perspective on fintech innovation.
Cyber Security And Business Intelligence
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Author : Mohammad Zoynul Abedin
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-11
Cyber Security And Business Intelligence written by Mohammad Zoynul Abedin and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-11 with Business & Economics categories.
To cope with the competitive worldwide marketplace, organizations rely on business intelligence to an increasing extent. Cyber security is an inevitable practice to protect the entire business sector and its customer. This book presents the significance and application of cyber security for safeguarding organizations, individuals’ personal information, and government. The book provides both practical and managerial implications of cyber security that also supports business intelligence and discusses the latest innovations in cyber security. It offers a roadmap to master degree students and PhD researchers for cyber security analysis in order to minimize the cyber security risk and protect customers from cyber-attack. The book also introduces the most advanced and novel machine learning techniques including, but not limited to, Support Vector Machine, Neural Networks, Extreme Learning Machine, Ensemble Learning, and Deep Learning Approaches, with a goal to apply those to cyber risk management datasets. It will also leverage real-world financial instances to practise business product modelling and data analysis. The contents of this book will be useful for a wide audience who are involved in managing network systems, data security, data forecasting, cyber risk modelling, fraudulent credit risk detection, portfolio management, and data regulatory bodies. It will be particularly beneficial to academics as well as practitioners who are looking to protect their IT system, and reduce data breaches and cyber-attack vulnerabilities.
Contemporary Issues In Quantitative Finance
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Author : Ahmet Can Inci
language : en
Publisher: Taylor & Francis
Release Date : 2023-04-10
Contemporary Issues In Quantitative Finance written by Ahmet Can Inci and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-10 with Business & Economics categories.
Contemporary quantitative finance connects the abstract theory and the practical use of financial innovations, such as ultra-high-frequency trading and cryptocurrencies. It teaches students how to use cutting-edge computational techniques, mathematical tools, and statistical methodologies, with a focus on real-life applications. The textbook opens with chapters on financial markets, global finance, and financial crises, setting the subject in its historical and international context. It then examines key topics in modern quantitative finance, including asset pricing, exchange-traded funds, Monte Carlo simulations, options, alternative investments, artificial intelligence, and big data analytics in finance. Complex theory is condensed to intuition, with appendices presenting advanced mathematical or statistical techniques. Each chapter offers Excel-based implementations, conceptual questions, quantitative problems, and a research project, giving students ample opportunity to develop their skills. Clear chapter objectives, summaries, and key terms also support student learning. Digital supplements, including code and PowerPoint slides, are available for instructors. Assuming some prior financial education, this textbook is suited to upper-level undergraduate and postgraduate courses in quantitative finance, financial engineering, and derivatives.
Financial Economics And Econometrics
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Author : Nikiforos T. Laopodis
language : en
Publisher: Taylor & Francis
Release Date : 2021-12-14
Financial Economics And Econometrics written by Nikiforos T. Laopodis and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-14 with Business & Economics categories.
Financial Economics and Econometrics provides an overview of the core topics in theoretical and empirical finance, with an emphasis on applications and interpreting results. Structured in five parts, the book covers financial data and univariate models; asset returns; interest rates, yields and spreads; volatility and correlation; and corporate finance and policy. Each chapter begins with a theory in financial economics, followed by econometric methodologies which have been used to explore the theory. Next, the chapter presents empirical evidence and discusses seminal papers on the topic. Boxes offer insights on how an idea can be applied to other disciplines such as management, marketing and medicine, showing the relevance of the material beyond finance. Readers are supported with plenty of worked examples and intuitive explanations throughout the book, while key takeaways, ‘test your knowledge’ and ‘test your intuition’ features at the end of each chapter also aid student learning. Digital supplements including PowerPoint slides, computer codes supplements, an Instructor’s Manual and Solutions Manual are available for instructors. This textbook is suitable for upper-level undergraduate and graduate courses on financial economics, financial econometrics, empirical finance and related quantitative areas.
Financial Risk Management And Derivative Instruments
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Author : Michael Dempsey
language : en
Publisher: Taylor & Francis
Release Date : 2021-05-17
Financial Risk Management And Derivative Instruments written by Michael Dempsey and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-17 with Business & Economics categories.
Financial Risk Management and Derivative Instruments offers an introduction to the riskiness of stock markets and the application of derivative instruments in managing exposure to such risk. Structured in two parts, the first part offers an introduction to stock market and bond market risk as encountered by investors seeking investment growth. The second part of the text introduces the financial derivative instruments that provide for either a reduced exposure (hedging) or an increased exposure (speculation) to market risk. The fundamental aspects of the futures and options derivative markets and the tools of the Black-Scholes model are examined. The text sets the topics in their global context, referencing financial shocks such as Brexit and the Covid-19 pandemic. An accessible writing style is supported by pedagogical features such as key insights boxes, progressive illustrative examples and end-of-chapter tutorials. The book is supplemented by PowerPoint slides designed to assist presentation of the text material as well as providing a coherent summary of the lectures. This textbook provides an ideal text for introductory courses to derivative instruments and financial risk management for either undergraduate, masters or MBA students.
Essentials Of Excel Vba Python And R
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Author : John Lee
language : en
Publisher: Springer Nature
Release Date : 2023-03-23
Essentials Of Excel Vba Python And R written by John Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-23 with Business & Economics categories.
This advanced textbook for business statistics teaches, statistical analyses and research methods utilizing business case studies and financial data with the applications of Excel VBA, Python and R. Each chapter engages the reader with sample data drawn from individual stocks, stock indices, options, and futures. Now in its second edition, it has been expanded into two volumes, each of which is devoted to specific parts of the business analytics curriculum. To reflect the current age of data science and machine learning, the used applications have been updated from Minitab and SAS to Python and R, so that readers will be better prepared for the current industry. This second volume is designed for advanced courses in financial derivatives, risk management, and machine learning and financial management. In this volume we extensively use Excel, Python, and R to analyze the above-mentioned topics. It is also a comprehensive reference for active statistical finance scholars and business analysts who are looking to upgrade their toolkits. Readers can look to the first volume for dedicated content on financial statistics, and portfolio analysis.
Achieving Sustainable Business Through Ai Technology Education And Computer Science
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Author : Allam Hamdan
language : en
Publisher: Springer Nature
Release Date : 2024-11-07
Achieving Sustainable Business Through Ai Technology Education And Computer Science written by Allam Hamdan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-07 with Computers categories.
This book delves into the relationship between artificial intelligence, technology education, and computer science intersect with sustainable business practices. This book discovers the transformative potential of cutting-edge technologies like artificial intelligence, machine learning, and blockchain across diverse sectors such as health care, education, government services, and digital transformation.
The Economics Of Covid 19
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Author : Badi H. Baltagi
language : en
Publisher: Emerald Group Publishing
Release Date : 2022-06-01
The Economics Of Covid 19 written by Badi H. Baltagi and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Business & Economics categories.
The Economics of COVID-19 contains selected contributions analysing the effects of the global pandemic on macroeconomics, computable general equilibrium models and financial markets, as well as health studies proposing to improve the traditional epidemic models.
Behavioral Economics
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Author : Edward Cartwright
language : en
Publisher: Taylor & Francis
Release Date : 2024-01-22
Behavioral Economics written by Edward Cartwright and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-22 with Business & Economics categories.
Over the last few decades behavioral economics has revolutionized the discipline. It has done so by putting the human back into economics, by recognizing that people sometimes make mistakes, care about others and are generally not as cold and calculating as economists have traditionally assumed. The results have been exciting and fascinating, and have fundamentally changed the way we look at economic behavior. This textbook introduces all the key results and insights of behavioral economics to a student audience. Ideas such as mental accounting, prospect theory, present bias, inequality aversion and learning are explained in detail. These ideas are also applied in diverse settings, such as auctions, stock market crashes, charitable donations and health care, to show why behavioral economics is crucial to understanding the world around us. Consideration is also given to what makes people happy, and how we can potentially nudge people to be happier. This new edition contains expanded and updated coverage of several topics and applications, including fraud and cybercrime, cryptocurrency, public health messaging, and the COVID-19 pandemic. The companion website is also updated with a range of new questions and worked examples. This book remains the ideal introduction to behavioral economics for advanced undergraduate and graduate students.