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| financial data aggregation api: Financial Data Engineering Tamer Khraisha, 2024-10-09 Today, investment in financial technology and digital transformation is reshaping the financial landscape and generating many opportunities. Too often, however, engineers and professionals in financial institutions lack a practical and comprehensive understanding of the concepts, problems, techniques, and technologies necessary to build a modern, reliable, and scalable financial data infrastructure. This is where financial data engineering is needed. A data engineer developing a data infrastructure for a financial product possesses not only technical data engineering skills but also a solid understanding of financial domain-specific challenges, methodologies, data ecosystems, providers, formats, technological constraints, identifiers, entities, standards, regulatory requirements, and governance. This book offers a comprehensive, practical, domain-driven approach to financial data engineering, featuring real-world use cases, industry practices, and hands-on projects. You'll learn: The data engineering landscape in the financial sector Specific problems encountered in financial data engineering The structure, players, and particularities of the financial data domain Approaches to designing financial data identification and entity systems Financial data governance frameworks, concepts, and best practices The financial data engineering lifecycle from ingestion to production The varieties and main characteristics of financial data workflows How to build financial data pipelines using open source tools and APIs Tamer Khraisha, PhD, is a senior data engineer and scientific author with more than a decade of experience in the financial sector. |
| financial data aggregation api: A Primer in Financial Data Management Martijn Groot, 2017-05-10 A Primer in Financial Data Management describes concepts and methods, considering financial data management, not as a technological challenge, but as a key asset that underpins effective business management. This broad survey of data management in financial services discusses the data and process needs from the business user, client and regulatory perspectives. Its non-technical descriptions and insights can be used by readers with diverse interests across the financial services industry. The need has never been greater for skills, systems, and methodologies to manage information in financial markets. The volume of data, the diversity of sources, and the power of the tools to process it massively increased. Demands from business, customers, and regulators on transparency, safety, and above all, timely availability of high quality information for decision-making and reporting have grown in tandem, making this book a must read for those working in, or interested in, financial management. - Focuses on ways information management can fuel financial institutions' processes, including regulatory reporting, trade lifecycle management, and customer interaction - Covers recent regulatory and technological developments and their implications for optimal financial information management - Views data management from a supply chain perspective and discusses challenges and opportunities, including big data technologies and regulatory scrutiny |
| financial data aggregation api: Customer Data Sharing Frameworks Anton Didenko, Natalia Jevglevskaja, Ross P. Buckley, 2024-02-15 The proliferation of open banking and open finance regimes across the globe demonstrates an ever-increasing interest of policymakers in empowering customers to take control of their data through innovative data sharing frameworks. These frameworks mostly operate within a single (e.g., financial services) sector but are poised to extend to other parts of the economy in the future – and eventually apply economy-wide. This book articulates the concept of economy-wide customer data sharing (CDS) frameworks, analyses in detail the main challenges associated with the development of such frameworks and is informed by the lessons learned from Australia’s world-first cross-sectoral Consumer Data Right regime. It develops a first comprehensive taxonomy of CDS frameworks and offers valuable insights on crucial issues of customer trust, information security, consumer protection and participant regulation. This study, apart from its scholarly importance, has clear practical value. It formulates twelve lessons that will assist governmental officials and other policymakers engaged in establishing and revising data sharing frameworks across the globe. It is essential reading for anyone interested or involved in the law and policy related to the sharing of a most precious resource in the modern economy – customer data. |
| financial data aggregation api: Python APIs Robert Johnson, 2024-10-24 Python APIs: From Concept to Implementation is an essential guide for anyone seeking to master the art of API development using Python. This comprehensive resource covers the fundamental concepts of APIs, unraveling their architecture, protocols, and real-world applications. With a clear focus on RESTful APIs, this book explores the design principles and best practices required to build intuitive and scalable APIs. From selecting the right data formats to implementing robust security measures, the book provides detailed insights that cater to the evolving needs of modern software development. Delving into practical applications, the book offers step-by-step guidance on utilizing popular Python frameworks like Flask and FastAPI to construct efficient APIs. Readers are taken through the entire lifecycle of API development, from documentation and testing to deployment and scaling. The inclusion of advanced topics such as asynchronous programming, integration strategies, and performance optimization ensures a comprehensive understanding. All aspects of API development are explored to prepare readers for the challenges of integrating APIs into dynamic applications and scaling them to handle increased demand. Python APIs: From Concept to Implementation equips beginners and seasoned developers alike with the knowledge and tools needed to create powerful, reliable, and secure APIs using Python's versatile capabilities. Whether you're building simple applications or managing complex enterprise systems, this book is your ultimate companion in achieving robust API solutions. |
| financial data aggregation api: Innovation and Economic Development Raja M. Almarzoqi, F. John Mathis, 2024-09-18 Over the past two decades, several sudden, unforeseen, and significant changes have occurred in the world's political and economic landscape. This book explores their impact on the processes of contemporary disruptive innovations during the Fourth Industrial Technology Revolution and the role that global finance and international commerce play. The expansion of multinational corporations, increasing dependence on global supply chains, and the globalization of the world economy have aided the rising expansion of Innovations worldwide. The authors analyze the drivers and relationship between these increasingly dispersed Innovations and the expanding linkage between economic growth in developed and developing countries. Progress will continue with technological innovations in financial services, lowering the cost to consumers and companies. Financial transactions will be executed increasingly by the individual using their cell phone or computer. Electronic digital payments and banking will replace currency. This book focuses on Innovations in advanced countries and examines developments in emerging markets and the implications for the world's future economic growth. The collaborative expansion and dispersion of online education across different cultures impact labor markets, diversity and immigration, and the rise and expansion of women entrepreneurial Innovators. The progression of global access to higher levels of education is changing the culture, values, and institutional foundations supporting Innovation. Knowledge of the expanding Innovation Ecosystems is crucial for understanding contemporary global business and entrepreneurship, international trade and capital flows, and investments impacting world history and economic, social, and political sciences subjects. |
| financial data aggregation api: Basic Knowledge on FinTech TABF Editorial Board, Hank C.C Huang, 2020-04-01 As the field of FinTech continues its progress, financial institutions must not only enhance their digitization, but also make serious efforts to understand the resulting new opportunities it creates. In line with these developments, TABF has published the book Basic knowledge on FinTech, which was designed by us as a reference for the FinTech Knowledge Test. Co-authored by TABF staff and other experts, it features balanced and credible analysis, avoiding trivia and overly complex concepts while emphasizing readability. The content structure is based on the World Economic Forum (WEF)'s roadmap for FinTech development, adding in TABF's research findings plus other domestic and international trends and practices. Not only is Basic knowledge on FinTech suitable for financial proficiency testing, but it can also be used as a textbook in university courses, supplementing theoretical knowledge with up-to-date practical knowledge in this rapidly changing field. |
| financial data aggregation api: Introduction to Information Systems R. Kelly Rainer (Jr.), Brad Prince, Cristóbal Sánchez-Rodríguez, Sepideh Ebrahimi, Ingrid Splettstoesser, 2023-10-23 As digital transformation becomes increasingly central to effective corporate strategy, today's students must learn how information systems provide the foundation for modern business enterprises. Known for its rich Canadian content and focus on active learning, Introduction to Information Systems, Sixth Canadian Edition shows students how they can use IS to help their current or future employers increase profitability, improve customer service, manage daily operations, and drive impact in their markets. This course demonstrates that IT is the backbone of any business, whether a student is majoring in accounting, finance, marketing, human resources, production/operations management, or MIS. In short, students will learn how information systems provide the foundation for all modern organizations, whether they are public sector, private sector, for-profit, or not-for-profit. |
| financial data aggregation api: API Security for White Hat Hackers Confidence Staveley, 2024-06-28 Become an API security professional and safeguard your applications against threats with this comprehensive guide Key Features Gain hands-on experience in testing and fixing API security flaws through practical exercises Develop a deep understanding of API security to better protect your organization's data Integrate API security into your company's culture and strategy, ensuring data protection Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAPIs have evolved into an essential part of modern applications, making them an attractive target for cybercriminals. Written by a multi-award-winning cybersecurity leader , this comprehensive guide offers practical insights into testing APIs, identifying vulnerabilities, and fixing them. With a focus on hands-on learning, this book guides you through securing your APIs in a step-by-step manner. You'll learn how to bypass authentication controls, circumvent authorization controls, and identify vulnerabilities in APIs using open-source and commercial tools. Moreover, you'll gain the skills you need to write comprehensive vulnerability reports and recommend and implement effective mitigation strategies to address the identified vulnerabilities. This book isn't just about hacking APIs; it's also about understanding how to defend them. You'll explore various API security management strategies and understand how to use them to safeguard APIs against emerging threats. By the end of this book, you'll have a profound understanding of API security and how to defend against the latest threats. Whether you're a developer, security professional, or ethical hacker, this book will ensure that your APIs are secure and your organization's data is protected.What you will learn Implement API security best practices and industry standards Conduct effective API penetration testing and vulnerability assessments Implement security measures for API security management Understand threat modeling and risk assessment in API security Gain proficiency in defending against emerging API security threats Become well-versed in evasion techniques and defend your APIs against them Integrate API security into your DevOps workflow Implement API governance and risk management initiatives like a pro Who this book is for If you’re a cybersecurity professional, web developer, or software engineer looking to gain a comprehensive understanding of API security, this book is for you. The book is ideal for those who have beginner to advanced-level knowledge of cybersecurity and API programming concepts. Professionals involved in designing, developing, or maintaining APIs will also benefit from the topics covered in this book. |
| financial data aggregation api: Future And Fintech, The: Abcdi And Beyond Jun Xu, 2022-05-05 The Future and FinTech examines the fundamental financial technologies and its growing impact on the Banking, Financial Services and Insurance (BFSI) sectors. With global investment amounting to more than $100 billion in 2020, the proliferation of FinTech has underpinned the direction payments, loans, wealth management, insurance, and cryptocurrencies are heading.This book presents FinTech from an industrial perspective in the context of architecture and its basic building blocks, e.g., Artificial Intelligence (AI), Blockchain, Cloud, Big Data, Internet of Things (IoT), and its connections to real-life applications at work. It provides a detailed guidance on how FinTech digitalizes business operations, improves productivity and efficiency, and optimizes resource management with the help of some new concepts, such as AIOps, MLOps and DevSecOps. Readers will also discover how FinTech Innovations connect BFSI to the rest of the world with growing interests in Open Banking, Banking-as-a-Service (BaaS) and FinTech-as-a-Service (FaaS).To help readers understand how FinTech has unlocked numerous opportunities for tapping into the massive substantial group of customers, this book illustrates the massive changes already underway and provides insights into changes yet to come through practical examples and applications with illustrative figures and summary tables, making this book a handy quick reference for all things of FinTech.Related Link(s) |
| financial data aggregation api: SMACing the Bank Balaji Raghunathan, Rajashekara Maiya, 2017-11-15 The formula for the Future of Work is called SMAC - social, mobile, analytics and cloud on one integrated stack where each function enables another to maximize its effect. This is the new enterprise IT model delivering an organization that is more connective, collaborative, real time and productive. This book provides a comprehensive view of how SMAC Technologies are impacting the entire banking eco-system as well as the key stakeholders, namely customers, employees and partners. |
| financial data aggregation api: Google API Engineer Certification , 2024-10-26 Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| financial data aggregation api: The Rise and Development of FinTech Robin Teigland, Shahryar Siri, Anthony Larsson, Alejandro Moreno Puertas, Claire Ingram Bogusz, 2018-02-15 This comprehensive guide serves to illuminate the rise and development of FinTech in Sweden, with the Internet as the key underlying driver. The multiple case studies examine topics such as: the adoption of online banking in Sweden; the identification and classification of different FinTech categories; process innovation developments within the traditional banking industry; and the Venture Capital (VC) landscape in Sweden, as shown through interviews with VC representatives, mainly from Sweden but also from the US and Germany, as well as offering insight into the companies that are currently operating in the FinTech arena in Sweden. The authors address questions such as: How will the regulatory landscape shape the future of FinTech companies? What are the factors that will likely drive the adoption of FinTech services in the future? What is the future role of banks in the context of FinTech and digitalization? What are the policies and government initiatives that aim to support the FinTech ecosystem in Sweden? Complex concepts and ideas are rendered in an easily digestible yet thought-provoking way. The book was initiated by the IIS (the Internet Foundation in Sweden), an independent organization promoting the positive development of the Internet in the country. It is also responsible for the Internet’s Swedish top-level domain .se, including the registration of domain names, and the administration and technical maintenance of the national domain name registry. The book illustrates how Sweden acts (or does not act) as a competitive player in the global FinTech arena, and is a vital addition to students and practitioners in the field. |
| financial data aggregation api: Handbook of Alternative Data in Finance, Volume I Gautam Mitra, Christina Erlwein-Sayer, Kieu Thi Hoang, Diana Roman, Zryan Sadik, 2023-07-12 Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematics Features chapters from many leading researchers and practitioners |
| financial data aggregation api: Modern API Design with gRPC Hitesh Pattanayak, 2024-03-29 Elevate Your Development with Effortless and Efficient API Communication KEY FEATURES ● Delve into core concepts of gRPC like Protocol Buffers, service definitions, and communication patterns. ● Implement gRPC servers and clients in Golang, and master Protocol Buffers for defining services and messages. ● Compare gRPC with REST and SOAP, uncovering its distinct advantages and use cases. DESCRIPTION “Modern API Design with gRPC” is a definitive guide that empowers developers to leverage the full potential of gRPC in constructing efficient and scalable distributed systems. Beginning with an exploration of API evolution and its significance in software development, the book seamlessly transitions into the core concepts of gRPC architecture, protocol buffers, and stubs. Through practical examples and clear instructions, readers embark on a journey to establish their first gRPC server and client, laying a solid groundwork for further exploration. Delving deeper into advanced topics such as communication patterns, error handling, and load balancing strategies specific to gRPC. With a strong emphasis on security, readers learn to implement TLS encryption, mutual authentication, and authorization mechanisms to fortify their applications. The book provides invaluable insights into best practices for constructing production-grade gRPC applications, complemented by real-world case studies that illustrate the versatility and scalability of gRPC across diverse project landscapes. This book equips readers with the confidence to design, implement, and deploy robust gRPC applications, catalyzing a transformative shift in their distributed system development approach. WHAT WILL YOU LEARN ● Master core concepts and architecture of gRPC. ● Implementation of diverse communication patterns for streamlined data exchange. ● Application of TLS encryption and authentication for securing gRPC applications. ● Optimization of performance and scalability of gRPC services. ● Designing production-grade applications with robust error handling and monitoring. ● Utilizing gRPC in real-world projects to create scalable distributed systems. WHO IS THIS BOOK FOR? This book caters to intermediate to advanced software developers and programmers aiming to enhance their expertise in modern API development using gRPC. Prior familiarity with fundamental software development concepts and proficiency in at least one programming language such as C++, Python, Ruby, Objective-C, PHP, C# are recommended to fully comprehend the concepts presented in this guide. TABLE OF CONTENTS 1. API Evolution over Time 2. Fundamentals of gRPC 3. Getting Started with gRPC 4. Communication Patterns in gRPC 5. Advanced gRPC Concepts 6. Load Balancing in gRPC 7. Secured gRPC 8. Production Grade gRPC Applications 9. Case Studies of Projects Using gRPC Index |
| financial data aggregation api: Open Banking Linda Jeng, 2022-01-07 Open banking is a silent revolution transforming the banking industry. It is the manifestation of the revolution of consumer technology in banking and will dramatically change not only how we bank, but also the world of finance and how we interact with it. Since the United Kingdom along with the rest of the European Union adopted rules requiring banks to share customer data to improve competition in the banking sector, a wave of countries from Asia to Africa to the Americas have adopted various forms of their own open banking regimes. Among Basel Committee jurisdictions, at least fifteen jurisdictions have some form of open banking, and this number does not even include the many jurisdictions outside the Basel Committee membership with open banking activities. Although U.S. banks and market participants have been sharing customer-permissioned data for the past twenty years and there have been recent policy discussions, such as the Obama administration's failed Consumer Data Privacy Bill and the Data Aggregation Principles of the Consumer Financial Protection Bureau, open banking is still a little-known concept among consumers and policymakers in the States. This book defines the concept of 'open banking' and explores key legal, policy, and economic questions raised by open banking. |
| financial data aggregation api: The Routledge Handbook of FinTech K. Thomas Liaw, 2021-06-14 The Routledge Handbook of FinTech offers comprehensive coverage of the opportunities, challenges and future trends of financial technology. This handbook is a unique and in-depth reference work. It is organised in six thematic parts. The first part outlines the development, funding, and the future trends. The second focuses on blockchain technology applications and various aspects of cryptocurrencies. The next covers FinTech in banking. A significant element of FinTech, mobile payments and online lending, is included in the fourth part. The fifth continues with several chapters covering other financial services, while the last discusses ethics and regulatory issues. These six parts represent the most significant and overarching themes of FinTech innovations. This handbook will appeal to students, established researchers seeking a single repository on the subject, as well as policy makers and market professionals seeking convenient access to a one-stop guide. |
| financial data aggregation api: AWS Certified API Gateway Architect Cybellium, Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| financial data aggregation api: Our Data, Ourselves Jacqueline D. Lipton, 2022-09-27 Introduction : what is data privacy and why is it important? -- Who owns our data? -- Our data at home -- Our data at work -- Our data on social media -- Our children's data -- Our data at school -- Our data in the digital marketplace -- Our data across the pond -- Our data and our health -- Our data and our money -- Our data and the government -- Our data into the future. |
| financial data aggregation api: Fintech Founders Agustín Rubini, 2019-12-16 Over 70 in-depth interviews of Fintech Founders provide lessons from some of the most successful fintech entrepreneurs that will help you understand the challenges and opportunities of applying technology and collaboration to solve some key problems of the financial services industry. This book is for entrepreneurs, for people working inside of large organizations and everyone in between who is interested to learn the secrets of successful entrepreneurs. In this advice-filled resource, Rubini gathers advice that comes from a diverse range of financial services niches including financing, banking, payments, wealth management, insurance, and cryptocurrencies, to help you harness the insights of thought leaders. Those working inside the financial services industry and those interested in working in or starting up businesses in financial services will learn valuable lessons on how to take an idea forward, how to find the right business founders, how to seek funding, how to learn from initial mistakes, and how to define and reposition your business model. Rubini also inquires into the future of fintech and uncovers provoking and insightful predictions. |
| financial data aggregation api: GOVERNANCE OF/THROUGH BIG DATA. Volume II Giorgio Resta, Vincenzo Zeno-Zencovich, 2023-05-20 These two volumes collect twenty five articles and papers published within the “Governance of/through Data” research project financed by the Italian Ministry of Universities. The research project, which was promoted by Roma Tre University, as project lead, and saw the participation of professors and reseachers from Bocconi University in Milan; LUMSA University in Rome; Salento University in Lecce and Turin Polytechnic, cover multiple issues which are here presented in five sections: Algorithms and artificial intelligence; Antitrust, artificial intelligence and data; Big Data; Data governance; Data protection and privacy. |
| financial data aggregation api: Why We Fail Victor Lombardi, 2013-07-15 Just as pilots and doctors improve by studying crash reports and postmortems, experience designers can improve by learning how customer experience failures cause products to fail in the marketplace. Rather than proselytizing a particular approach to design, Why We Fail holistically explores what teams actually built, why the products failed, and how we can learn from the past to avoid failure ourselves. |
| financial data aggregation api: Managing Financial Information in the Trade Lifecycle Martijn Groot, 2010-07-28 Information is the oxygen supply of the financial markets. Financial information, or data, is so important that companies such as Barclays and Citigroup now have executive positions of Chief Data Officer or Head of Data Acquisition. This book, by a long-time industry insider at one of the leading data management vendors, discusses the present and future of financial data management by focusing on the lifecycle of the financial instruments (stocks, bonds, options, derivatives) that generate and require data to keep the markets moving. This book is a concise reference manual of the financial information supply chain and how to maximize effectiveness and minimize cost. - First book fully dedicated to financial information supply chain and how to manage it effectively - Addresses hot topics that readers need to know: regulatory reporting regulations, data pooling, hubs, and data exchanges - Draws from actual lessons learned and presents many real-life scenarios of the business |
| financial data aggregation api: How to Manage Finance @ Startup Dr Karminder Ghuman and CA Sahil Makkar, 2023-12-20 It’s vital for startup founders to understand how to wisely deploy their funds and undertake financial decision-making. This book covers all aspects like budgeting, financial planning, costing, pricing, capital structure, capital budgeting, investment decision-making, accounting, financial management, taxation, corporate governance, ethical practices, and usage of technology in finance and can guide startup founders with a tech or non-finance background regarding how to manage finance at their startups. Managing the finances is a vital skill that startup founders must develop because, at the initial stages, there is a lack of full-time competent finance professionals on their payrolls. The key aspects discussed in this book would sensitize and educate startup founders to understand the importance of various financial aspects and be in a much better position to engage with financial experts regarding these important issues. Thus, it would reduce the total dependence of startup founders on their Chartered accountants and finance domain professionals. |
| financial data aggregation api: Encyclopedia of Cloud Computing San Murugesan, Irena Bojanova, 2016-05-09 The Encyclopedia of Cloud Computing provides IT professionals, educators, researchers and students with a compendium of cloud computing knowledge. Authored by a spectrum of subject matter experts in industry and academia, this unique publication, in a single volume, covers a wide range of cloud computing topics, including technological trends and developments, research opportunities, best practices, standards, and cloud adoption. Providing multiple perspectives, it also addresses questions that stakeholders might have in the context of development, operation, management, and use of clouds. Furthermore, it examines cloud computing's impact now and in the future. The encyclopedia presents 56 chapters logically organized into 10 sections. Each chapter covers a major topic/area with cross-references to other chapters and contains tables, illustrations, side-bars as appropriate. Furthermore, each chapter presents its summary at the beginning and backend material, references and additional resources for further information. |
| financial data aggregation api: Advanced Analytics with PySpark Akash Tandon, Sandy Ryza, Sean Owen, Uri Laserson, Josh Wills, 2022-06-14 The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming. Data scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques-including classification, clustering, collaborative filtering, and anomaly detection, to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing. If you have a basic understanding of machine learning and statistics and you program in Python, this book will get you started with large-scale data analysis. Familiarize yourself with Spark's programming model and ecosystem Learn general approaches in data science Examine complete implementations that analyze large public datasets Discover which machine learning tools make sense for particular problems Explore code that can be adapted to many uses |
| financial data aggregation api: Open Banking Francesco De Pascalis, Alan Brener, 2024-05-01 Open banking ends the proprietary control of customer information by banks and allows customers to share their banking financial data with third parties as a matter of right. It can also permit customers to allow others to remove funds directly from their bank accounts in return for goods and services. All of this is done securely with standardised ‘application programming interfaces’ (APIs). Open banking has developed in different ways and with different objectives across the globe. Open Banking: Global Development and Regulation examines the empowering and enabling regulations that facilitate all of this. This book compares a number of different open banking national strategies. These range from the focus of the UK and EU on enhanced competition to the more collaborative approaches in many East Asian jurisdictions. It also looks at the use of open banking for socio-economic purpose in Brazil and India. Here open banking forms part of a wider government programme to increase financial inclusion coupled with encouraging economic growth. This text will be valuable for fintech companies, policymakers and financial services regulators Its overarching aim is to demonstrate the possibilities and challenges of open banking and how it is changing lives across the world. |
| financial data aggregation api: The Law of Electronic Commerce Jane K. Winn, Benjamin Wright, 2000-01-01 Annotation New edition of a study of the law of electronic commerce, which requires the simultaneous management of business, technology and legal issues. Winn (law, Southern Methodist U.) and Wright (a business lawyer in Dallas) present 21 chapters that discuss introductory material such as business and technologies of e-commerce, getting online, jurisdiction and choice of law issues, and electronic commerce and law practice; contracting; electronic payments and lending; intellectual property rights and rights in data; regulation of e-business markets; and business administration. Presented in a three-ring binder. Annotation c. Book News, Inc., Portland, OR (booknews.com) |
| financial data aggregation api: Reality Mining Nathan Eagle, Kate Greene, 2014-08 In this book, the authors explore the positive potential of big data, showing the ways in which the analysis of big data (reality mining) can be used to improve human systems as varied as political polling and disease tracking, while considering user privacy. They describe reality mining at five different levels: the individual, the neighborhood and organization, the city, the nation, and the world. For each level, they offer a nontechnical explanation of data collection methods and describe applications and systems that have been or could be built. These include a mobile app that helps smokers quit smoking; a workplace knowledge system; the use of GPS, Wi-Fi, and mobile phone data to manage and predict traffic flows; and the analysis of social media to track the spread of disease. The authors argue that big data, used respectfully and responsibly, can help people live better, healthier, and happier lives. -- |
| financial data aggregation api: The PAYTECH Book Susanne Chishti, Tony Craddock, Robert Courtneidge, Markos Zachariadis, 2020-02-18 The only globally-crowdsourced book on the future of payments (“PayTech”), offering comprehensive understanding of a rapidly evolving industry at the centre of global commerce The movement of money between individuals, organisations and governments is crucial to the world economy. The payments industry has undergone immense transformation – new regulations, technologies and consumer demands have prompted significant changes to the tools, products and use cases in payments, as well as presented lucrative opportunities for entrepreneurs and FinTech professionals. As payment technologies become faster and more efficient, companies and investors are increasingly favouring PayTech innovation due to better customer experience, increased revenues and manageable risks. The PAYTECH Book brings together a diverse collection of industry experts to provide entrepreneurs, financial services professionals and investors with the answers they need to capitalise on the highly profitable PayTech market. Written by leaders in the global FinTech and payment sectors, this informative volume explains key industry developments and presents valuable first-hand insights from prominent industry practitioners. Contributors include advisors and consultants to the payments and financial services industry, entrepreneurs and business owners utilising cutting-edge PayTech capabilities, academic researchers exploring the social-political-economic impact of PayTech and many others. Detailed chapters cover essential topics such as cybersecurity, regulation and compliance, wholesale payments and how payment systems currently work and how PayTech can improve them. This book: Defines PayTech and identifies its key players Discusses how PayTech can transform developed markets and accelerate growth in emerging economies Describes how PayTech fits into the larger FinTech ecosystem Explores the future of PayTech and its potential as an agent of social change and financial inclusion Provides diverse perspectives on investment in PayTech and what consolidation and expansion will look like The PAYTECH Book: The Payment Technology Handbook for Investors, Entrepreneurs and FinTech Visionaries is an indispensable source of information for FinTech investors and entrepreneurs, managers from payments companies and financial services firms and executives responsible for payments in government, corporations, public sector organisations, retailers and users of payments. |
| financial data aggregation api: Supporting FinTech Innovation in the Czech Republic Regulatory Sandbox Design Considerations OECD, 2023-06-21 The FinTech sector is a nascent market in the Czech Republic, with only around one hundred regulated or unregulated FinTech firms. This report analyses the Czech FinTech ecosystem and identifies possible hurdles to innovative development. |
| financial data aggregation api: Multinational Accounting (RLE Accounting) Bimal Prodhan, 2013-12-04 Up until the mid 1980s multinational enterprises usually published only consolidated worldwide accounts. This changed in subsequent years with increasing legal requirements to publish separate national accounts for each subsidiary. Obviously this exposes the subsidiary to the risk of takeover by a competitor and/or to intervention on the part of the host government. This book presents an authoritative and in-depth analysis of the disclosure issue from both theoretical and practical standpoints. The author describes the methods used to research and evaluate disclosure risks and benefits and presents much new thinking and many new research findings on this important topic. |
| financial data aggregation api: Financial Cryptography and Data Security. FC 2022 International Workshops Shin'ichiro Matsuo, Lewis Gudgeon, Ariah Klages-Mundt, Daniel Perez Hernandez, Sam Werner, Thomas Haines, Aleksander Essex, Andrea Bracciali, Massimiliano Sala, 2023-07-21 This book constitutes revised selected papers from the workshops that were affiliated with the 26th International Conference on Financial Cryptography and Data Security, FC 2022, which was held in Grenada during May 2022. FC 2022 presents the following four workshops: CoDecFin 2022: 3rd Workshop on Coordination of Decentralized Finance DeFi 2022: 2nd Workshop on Decentralized FinanceVoting 2022: 7th Workshop on Advances in Secure Electronic VotingWTSC 2022: 6th Workshop on Trusted Smart Contracts |
| financial data aggregation api: The Business Year: Mexico 2021 , The Business Year is celebrating its 10th year in Mexico with the release of this special edition publication, which compiles over 100 interviews with business leaders and governmental authorities. With nothing to compare the current environment with, companies have been forced to make their own predictions on what the future will hold and, now that the dust has settled, the true winners and losers of the COVID-19 crisis are being revealed. This 160-page publication aims to provide a platform for the country's decision makers at a time of global uncertainty and act as a guide for investors looking seriously at the North American economy. It covers finance, the green economy, energy, industry, agriculture, IT and telecoms, logistics, security, real estate, health, and tourism. |
| financial data aggregation api: Modern Banking and Digitalization Vitaliy Shpachuk, |
| financial data aggregation api: The Technological Revolution in Financial Services Michael R. King, Richard W. Nesbitt, 2020-08-26 The financial services industry is being transformed by heightened regulation, technological disruption, and changing demographics. These structural forces have lowered barriers to entry, increasing competition from within and outside the industry, in the form of entrepreneurial fintech start-ups to large, non-financial technology-based companies. The Technological Revolution in Financial Services is an invaluable resource for those eager to understand the evolving financial industry. This edited volume outlines the strategic implications for financial services firms in North America, Europe, and other advanced economies. The most successful banks, insurance companies, and asset managers will partner with financial technology companies to provide a better and more innovative experience services to retail customers and small businesses. Ultimately this technological revolution will benefit customers and lead to a more open and inclusive financial system. |
| financial data aggregation api: Computational Intelligence for Autonomous Finance Deepak Gupta, Mukul Gupta, Rajesh Kumar Dhanaraj, Balamurugan Balusamy, Parth M. Gupta, 2024-12-17 The book serves as an essential guide and a deep dive into the intersection of AI and finance, providing readers with a thorough understanding of the current state, challenges, and future possibilities of autonomous financial systems. In the rapidly evolving domain of autonomous finance, the convergence of computational intelligence techniques and financial technologies has paved the way for a new era of financial services. This transformation is driven by the integration of artificial intelligence (AI), machine learning (ML), blockchain, and big data analytics into financial systems, leading to the development of more responsive, efficient, and personalized financial products and services. Computational Intelligence for Autonomous Finance delves into the heart of this technological revolution, offering a comprehensive exploration of the theoretical foundations, practical applications, and future prospects of computational intelligence in the financial sector. The backbone of autonomous finance is a complex, interconnected ecosystem that leverages computational intelligence to automate decision-making processes, optimize financial operations, and enhance customer experiences. The book introduces the concept of an Intelligent Autonomous Financial Network (IAFN), which integrates various computational intelligence techniques with cutting-edge financial technologies to create a self-organizing, adaptive, and scalable financial system. The IAFN framework facilitates seamless interactions between diverse financial entities, enabling the provision of innovative financial services such as automated trading, real-time risk management, personalized financial planning, and fraud detection. The book meticulously analyzes the key challenges including data security and privacy concerns, algorithmic biases, regulatory compliance, and the need for interoperable standards. It also presents state-of-the-art solutions and best practices for overcoming these challenges, emphasizing the importance of ethical AI, robust data protection mechanisms, transparent algorithms, and collaborative regulatory frameworks. It discusses emerging trends such as quantum computing, edge computing, and decentralized finance (DeFi), highlighting their potential to further transform the financial landscape. The book also addresses the societal implications of autonomous finance, including its impact on employment, wealth distribution, and financial inclusion, advocating for a balanced approach that maximizes benefits while minimizing negative outcomes. Audience This book is aimed at researchers, industry professionals, policymakers, and graduate students in finance, computational intelligence, and related fields. |
| financial data aggregation api: Adventures In Financial Data Science: The Empirical Properties Of Financial And Economic Data (Second Edition) Graham L Giller, 2022-06-27 This book provides insights into the true nature of financial and economic data, and is a practical guide on how to analyze a variety of data sources. The focus of the book is on finance and economics, but it also illustrates the use of quantitative analysis and data science in many different areas. Lastly, the book includes practical information on how to store and process data and provides a framework for data driven reasoning about the world.The book begins with entertaining tales from Graham Giller's career in finance, starting with speculating in UK government bonds at the Oxford Post Office, accidentally creating a global instant messaging system that went 'viral' before anybody knew what that meant, on being the person who forgot to hit 'enter' to run a hundred-million dollar statistical arbitrage system, what he decoded from his brief time spent with Jim Simons, and giving Michael Bloomberg a tutorial on Granger Causality.The majority of the content is a narrative of analytic work done on financial, economics, and alternative data, structured around both Dr Giller's professional career and some of the things that just interested him. The goal is to stimulate interest in predictive methods, to give accurate characterizations of the true properties of financial, economic and alternative data, and to share what Richard Feynman described as 'The Pleasure of Finding Things Out.' |
| financial data aggregation api: THE FINTECH HANDBOOK Ashish Srivastava, Sanjeev Jain, Vajha Viharika, 2024-10-11 |
| financial data aggregation api: The Emerging Business Models Chong Guan, Zhiying Jiang, Ding Ding, 2020-05-21 The Emerging Business Models describes current issues that the business leaders and professionals are facing, as well as developments in digitalization. This book consisting of 10 chapters introduces the new technology trends and challenges that businesses today face. The authors cover several increasingly important new areas such as the Fourth Industrial Revolution, Internet of Things (IoT), financial technology (FinTech), social media, platform strategy, analytics, artificial intelligence (AI) and many other forces of disruption and innovation that shape today's realities of the world.These digital transformations are taking place at an exponential rate. The speed of innovations and breakthroughs is disrupting the traditional businesses. A better understanding of the changing environment in the new economy can enable business professionals and leaders to recognize realities, embrace changes, and create new opportunities — locally and globally — in this inevitable digital age. |
| financial data aggregation api: Microservices From Day One Cloves Carneiro Jr., Tim Schmelmer, 2016-12-10 Learn what a microservices architecture is, its advantages, and why you should consider using one when starting a new application. The book describes how taking a microservices approach from the start helps avoid the complexity and expense of moving to a service-oriented approach after applications reach a critical code base size or traffic load. Microservices from Day One discusses many of the decisions you face when adopting a service-oriented approach and defines a set of rules to follow for easily adopting microservices. The book provides simple guidelines and tips for dividing a problem domain into services. It also describes best practices for documenting and generating APIs and client libraries, testing applications with service dependencies, optimizing services for client performance, and much more. Throughout the book, you will follow the development of a sample project to see how to apply the best practices described. What You Will Learn: Apply guidelines and best practices for developing projects that use microservices Define a practical microservices architecture at the beginning of a project that allows for fast development Define and build APIs based on real-world best practices Build services that easily scale by using tools available in most programming languages Test applications in a distributed environment Who This Book is For: Software engineers and web developers who have heard about microservices, and want to either move the project/applications they work on to a service-oriented environment, or want to start a new project knowing that building services helps with ease of scaling and maintainability. The book is a reference for developers who have a desire to build software in smaller, more focused and manageable chunks, but do not know how to get started. |
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Google Finance provides real-time market quotes, international exchanges, up-to-date financial news, and analytics to help you make more informed trading and investment decisions.
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Americans spend $10 billion more on Mother’s Day than Father’s Day. What’s going on? So your company offered you a buyout. Should you take it? Here’s what to know. Hate paying so much …
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