The Book of Alternative Data

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119601797
Total Pages : 416 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis The Book of Alternative Data by : Alexander Denev

Download or read book The Book of Alternative Data written by Alexander Denev and published by John Wiley & Sons. This book was released on 2020-07-21 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.

Information For Efficient Decision Making: Big Data, Blockchain And Relevance

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Author :
Publisher : World Scientific
ISBN 13 : 9811220484
Total Pages : 715 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Information For Efficient Decision Making: Big Data, Blockchain And Relevance by : Kashi R Balachandran

Download or read book Information For Efficient Decision Making: Big Data, Blockchain And Relevance written by Kashi R Balachandran and published by World Scientific. This book was released on 2020-11-19 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can there be reliable information that is also relevant to decision making? Information for Efficient Decision Making: Big Data, Blockchain and Relevance focuses on the consolidation of information to facilitate making decisions in firms, in order to make their operations efficient to reduce their costs and consequently, increase their profitability. The advent of blockchain has generated great interest as an alternative to centralized organizations, where the data is gathered through a centralized ledger keeping of activities of the firm. The decentralized ledger keeping is one of the main features of blockchain that has given rise to many issues of technology, development, implementation, privacy, acceptance, evaluation and so on. Blockchain concept is a follow-up to big data environment facilitated by enormous progress in computer hardware, storage capacities and technological prowess. This has resulted in the rapid acquiring of data not considered possible earlier. With shrewd modeling analytics and algorithms, the applications have grown to significant levels. This handbook discusses the progress in data collection, pros and cons of collecting information on decentralized publicly available ledgers and several applications.

Big Data and Machine Learning in Quantitative Investment

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119522196
Total Pages : 308 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Big Data and Machine Learning in Quantitative Investment by : Tony Guida

Download or read book Big Data and Machine Learning in Quantitative Investment written by Tony Guida and published by John Wiley & Sons. This book was released on 2019-03-25 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to know the ‘why’ and ‘how’ of machine learning and big data in quantitative investment Big Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it’s a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance. The book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning. • Gain a solid reason to use machine learning • Frame your question using financial markets laws • Know your data • Understand how machine learning is becoming ever more sophisticated Machine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment — and this book shows you how.

The FINTECH Book

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Publisher : John Wiley & Sons
ISBN 13 : 1119218934
Total Pages : 315 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis The FINTECH Book by : Susanne Chishti

Download or read book The FINTECH Book written by Susanne Chishti and published by John Wiley & Sons. This book was released on 2016-03-10 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: A front-line industry insider's look at the financial technology explosion The FINTECH Book is your primary guide to the financial technology revolution, and the disruption, innovation and opportunity therein. Written by prominent thought leaders in the global fintech investment space, this book aggregates diverse industry expertise into a single informative volume to provide entrepreneurs, bankers and investors with the answers they need to capitalize on this lucrative market. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. The financial technology sector is booming, and entrepreneurs, bankers, consultants, investors and asset managers are scrambling for more information: Who are the key players? What's driving the explosive growth? What are the risks? This book collates insights, knowledge and guidance from industry experts to provide the answers to these questions and more. Get up to speed on the latest industry developments Grasp the market dynamics of the 'fintech revolution' Realize the sector's potential and impact on related industries Gain expert insight on investment and entrepreneurial opportunities The fintech market captured over US$14 billion in 2014, a three-fold increase from the previous year. New startups are popping up at an increasing pace, and large banks and insurance companies are being pushed toward increasing digital operations in order to survive. The financial technology sector is booming and The FINTECH Book is the first crowd-sourced book on the subject globally, making it an invaluable source of information for anybody working in or interested in this space.

Quantitative Hedge Funds: Discretionary, Systematic, Ai, Esg And Quantamental

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Publisher : World Scientific
ISBN 13 : 1800612184
Total Pages : 288 pages
Book Rating : 4.8/5 (6 download)

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Book Synopsis Quantitative Hedge Funds: Discretionary, Systematic, Ai, Esg And Quantamental by : Richard Bateson

Download or read book Quantitative Hedge Funds: Discretionary, Systematic, Ai, Esg And Quantamental written by Richard Bateson and published by World Scientific. This book was released on 2022-10-04 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the secretive club of modern hedge funds, where important players in the world of investing and capital markets have invested close to $4 trillion globally.If you're intrigued by the inner workings of hedge funds, investment techniques and technologies they use to source investment alpha, this book is for you. Focusing on the author's three decades of trading experience at leading banks and hedge funds, it covers both discretionary and computer-driven strategies and perspectives on AI-based and quantamental investing using new alternative data, which includes numerous examples and insights of real trades and investment strategies. No mathematical knowledge is required, with the relevant algorithms detailed in the appendices.Discretionary investing details equity and credit investing across the corporate capital structure. Through trading equities, bonds and loans, event-driven trades can target profitable special situations and relative value opportunities. Systematic trading involves computer-driven strategies derived from a scientific and statistical analysis of liquid markets. The investment strategies of both commodity trading advisors (CTAs) and long/short equity funds are detailed, from trend-following to factor-based approaches. AI investing is fashionable but does the reality for hedge funds correspond to the AI hype present in other non-financial domains? AI using neural nets and other machine learning techniques are outlined along with their practical application in regards to investing.Quantitative Hedge Funds also discusses environmental, social and governance (ESG) investing, which has rapidly evolved as the public and institutions demand solutions to global problems such as climate change, pollution and unethical labour practices. ESG investment strategies are migrating out of the long-only space and into hedge funds.Finally, the advent of big data has led to multiple alternative datasets available for hedge fund managers. The integration of alternative data into the investment process is discussed, together with the rise of so-called quantamental investing, a hybrid of the best of human skill and computer-based technologies.Related Link(s)

Fundamental Analysis For Dummies

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Publisher : John Wiley & Sons
ISBN 13 : 111926359X
Total Pages : 427 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Fundamental Analysis For Dummies by : Matthew Krantz

Download or read book Fundamental Analysis For Dummies written by Matthew Krantz and published by John Wiley & Sons. This book was released on 2016-05-02 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Determine the strength of any business with fundamental analysis Have you ever wondered the key to multibillionaire Warren Buffet's five-decade run as the most successful investor in history? The answer is simple: fundamental analysis. In this easy-to-understand, practical, and savvy guide, you'll discover how it helps you assess a business' overall financial performance by using historical and present data to forecast its future monetary value—and why this powerful tool is particularly important to investors in times of economic downturn. It's more important than ever for investors to know the true financial stability of a business, and this new edition of Fundamental Analysis For Dummies shows you how. Whether you're a seasoned investor or just want to learn how to make more intelligent and prudent investment decisions, this plain-English guide gives you practical tips, tricks, and trade secrets for using fundamental analysis to manage your portfolio and enhance your understanding of shrewdly selecting stocks! Predict the future value of a business based on its current and historical financial data Gauge a company's performance against its competitors Determine if a company's credit standing is in jeopardy Apply fundamental analysis to other investment vehicles, like currency, bonds, and commodities With the help of Fundamental Analysis For Dummies, you just may find the bargains that could make you the next Warren Buffet!

Handbook of Alternative Data in Finance, Volume I

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Author :
Publisher : CRC Press
ISBN 13 : 1000897982
Total Pages : 488 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Handbook of Alternative Data in Finance, Volume I by : Gautam Mitra

Download or read book Handbook of Alternative Data in Finance, Volume I written by Gautam Mitra and published by CRC Press. This book was released on 2023-07-12 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Innovation Through Information Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 3030867978
Total Pages : 786 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Innovation Through Information Systems by : Frederik Ahlemann

Download or read book Innovation Through Information Systems written by Frederik Ahlemann and published by Springer Nature. This book was released on 2021-10-15 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Handbook of Economic Forecasting

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Publisher : Elsevier
ISBN 13 : 0444627405
Total Pages : 667 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Economic Forecasting by : Graham Elliott

Download or read book Handbook of Economic Forecasting written by Graham Elliott and published by Elsevier. This book was released on 2013-08-23 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. - Focuses on innovation in economic forecasting via industry applications - Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications - Makes details about economic forecasting accessible to scholars in fields outside economics

From Opinion Mining to Financial Argument Mining

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Publisher : Springer Nature
ISBN 13 : 9811628815
Total Pages : 102 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis From Opinion Mining to Financial Argument Mining by : Chung-Chi Chen

Download or read book From Opinion Mining to Financial Argument Mining written by Chung-Chi Chen and published by Springer Nature. This book was released on 2021 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for bullish/bearish. Thanks to the recent financial technology (FinTech) development, some interdisciplinary researchers start to involve in the in-depth analysis of investors' opinions. These works indicate the trend toward fine-grained opinion mining in the financial domain. When expressing opinions in finance, terms like bullish/bearish often spring to mind. However, the market sentiment of the financial instrument is just one type of opinion in the financial industry. Like other industries such as manufacturing and textiles, the financial industry also has a large number of products. Financial services are also a major business for many financial companies, especially in the context of the recent FinTech trend. For instance, many commercial banks focus on loans and credit cards. Although there are a variety of issues that could be explored in the financial domain, most researchers in the AI and NLP communities only focus on the market sentiment of the stock or foreign exchange. This open access book addresses several research issues that can broaden the research topics in the AI community. It also provides an overview of the status quo in fine-grained financial opinion mining to offer insights into the futures goals. For a better understanding of the past and the current research, it also discusses the components of financial opinions one-by-one with the related works and highlights some possible research avenues, providing a research agenda with both micro- and macro-views toward financial opinions.

Peer-to-Peer Lending and Equity Crowdfunding

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Author :
Publisher : Bloomsbury Publishing USA
ISBN 13 : 1440855358
Total Pages : 300 pages
Book Rating : 4.4/5 (48 download)

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Book Synopsis Peer-to-Peer Lending and Equity Crowdfunding by : Kim Wales

Download or read book Peer-to-Peer Lending and Equity Crowdfunding written by Kim Wales and published by Bloomsbury Publishing USA. This book was released on 2017-12-01 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by an industry pioneer who has hands-on experience in the brave new world of peer-to-peer lending and equity crowdfunding, this book serves as a resource for investors and entrepreneurs alike and investigates how these alternative mechanisms will increase the financial and operational capacity of borrowers, lenders, buyers, and sellers in the private markets. More than 60 governments across the globe have established financial inclusion as a policy priority and are vying for access to and use of financial services by households and firms to boost economic growth. A thought leader on securities-based crowdfunding, author Kim Wales explores how women and the millennial generation, the world's largest groups of people, can influence "crowd" direct investment, economic freedom, and economic growth. The book provides building blocks to instruct investors and entrepreneurs about how to leverage social networks and supplies tools to help retail investors—"the crowd"—to understand the language, risks, and rewards of this type of investment. Providing an indispensable resource for investors and entrepreneurs, Peer-to-Peer Lending and Equity Crowdfunding summarizes past theory as well as current schools of thought related to capital formation and economic growth, explains why creating a secondary market for private placement offerings is essential to stimulating market liquidity, and documents how public-private partnerships using digital finance will enhance financial inclusion and positively impact investing. The book not only describes how crowdfunding works but also explains investment approaches, secondary markets, governance and compliance, transparency, and risk models that are necessary for investors to make informed decisions.

Introduction to Development Engineering

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Publisher : Springer Nature
ISBN 13 : 3030860655
Total Pages : 655 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Introduction to Development Engineering by : Temina Madon

Download or read book Introduction to Development Engineering written by Temina Madon and published by Springer Nature. This book was released on 2022-09-08 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access textbook introduces the emerging field of Development Engineering and its constituent theories, methods, and applications. It is both a teaching text for students and a resource for researchers and practitioners engaged in the design and scaling of technologies for low-resource communities. The scope is broad, ranging from the development of mobile applications for low-literacy users to hardware and software solutions for providing electricity and water in remote settings. It is also highly interdisciplinary, drawing on methods and theory from the social sciences as well as engineering and the natural sciences. The opening section reviews the history of “technology-for-development” research, and presents a framework that formalizes this body of work and begins its transformation into an academic discipline. It identifies common challenges in development and explains the book’s iterative approach of “innovation, implementation, evaluation, adaptation.” Each of the next six thematic sections focuses on a different sector: energy and environment; market performance; education and labor; water, sanitation and health; digital governance; and connectivity. These thematic sections contain case studies from landmark research that directly integrates engineering innovation with technically rigorous methods from the social sciences. Each case study describes the design, evaluation, and/or scaling of a technology in the field and follows a single form, with common elements and discussion questions, to create continuity and pedagogical consistency. Together, they highlight successful solutions to development challenges, while also analyzing the rarely discussed failures. The book concludes by reiterating the core principles of development engineering illustrated in the case studies, highlighting common challenges that engineers and scientists will face in designing technology interventions that sustainably accelerate economic development. Development Engineering provides, for the first time, a coherent intellectual framework for attacking the challenges of poverty and global climate change through the design of better technologies. It offers the rigorous discipline needed to channel the energy of a new generation of scientists and engineers toward advancing social justice and improved living conditions in low-resource communities around the world.

Crowdsourced Data Management

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Publisher : Springer
ISBN 13 : 9789811340123
Total Pages : 172 pages
Book Rating : 4.3/5 (41 download)

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Book Synopsis Crowdsourced Data Management by : Guoliang Li

Download or read book Crowdsourced Data Management written by Guoliang Li and published by Springer. This book was released on 2019-11-08 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of crowdsourced data management. Covering all aspects including the workflow, algorithms and research potential, it particularly focuses on the latest techniques and recent advances. The authors identify three key aspects in determining the performance of crowdsourced data management: quality control, cost control and latency control. By surveying and synthesizing a wide spectrum of studies on crowdsourced data management, the book outlines important factors that need to be considered to improve crowdsourced data management. It also introduces a practical crowdsourced-database-system design and presents a number of crowdsourced operators. Self-contained and covering theory, algorithms, techniques and applications, it is a valuable reference resource for researchers and students new to crowdsourced data management with a basic knowledge of data structures and databases.

Wall Street Research

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Publisher : Stanford University Press
ISBN 13 : 0804787123
Total Pages : 200 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Wall Street Research by : Boris Groysberg

Download or read book Wall Street Research written by Boris Groysberg and published by Stanford University Press. This book was released on 2013-08-07 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wall Street Research: Past, Present, and Future provides a timely account of the dramatic evolution of Wall Street research, examining its rise, fall, and reemergence. Despite regulatory, technological, and global forces that have transformed equity research in the last ten years, the industry has proven to be remarkably resilient and consistent. Boris Groysberg and Paul M. Healy get to the heart of Wall Street research—the analysts engaged in the process—and demonstrate how the analysts' roles have evolved, what drives their performance today, and how they stack up against their buy-side counterparts. The book unpacks key trends and describes how different firms have coped with shifting pressures. It concludes with an assessment of where equity research is headed in emerging markets, drawing conclusions about this often overlooked corner of Wall Street and the industry's future challenges.

Handbook of Financial Decision Making

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Author :
Publisher : Edward Elgar Publishing
ISBN 13 : 1802204172
Total Pages : 463 pages
Book Rating : 4.8/5 (22 download)

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Book Synopsis Handbook of Financial Decision Making by : Gilles Hilary

Download or read book Handbook of Financial Decision Making written by Gilles Hilary and published by Edward Elgar Publishing. This book was released on 2023-08-14 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This accessible Handbook provides an essential entry point for those with an interest in the increasingly complex subject of financial decision making. It sheds light on new paradigms in society and the ways that new tools from private actors have affected financial decision making. Covering a broad range of key topics in the area, leading researchers summarize the state-of-the-art in their respective areas of expertise, delineating their projections for the future.

Fintech with Artificial Intelligence, Big Data, and Blockchain

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Author :
Publisher : Springer Nature
ISBN 13 : 9813361379
Total Pages : 306 pages
Book Rating : 4.8/5 (133 download)

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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.

Social Media Strategies for Investing

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1440580596
Total Pages : 208 pages
Book Rating : 4.4/5 (45 download)

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Book Synopsis Social Media Strategies for Investing by : Brian D Egger

Download or read book Social Media Strategies for Investing written by Brian D Egger and published by Simon and Schuster. This book was released on 2014-01-13 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: A game-changing approach to investing in today's fast-paced market! "Brian has a great understanding of the social web and financial markets' intersection. I was inspired by Twitter in 2008 and started Stocktwits. Learning how to use the modern social tools to speed up your knowledge and abilities is something this book will help you accomplish." --Howard Lindzon, founder of StockTwits With financial markets operating at a breakneck pace, Twitter, blogs, and crowd-sourcing technologies have become the toolkit of choice for savvy investors looking for business trends. This comprehensive guide provides you with specific strategies for using social media as an investment tool to gain a greater understanding of today's market, so you won't get left behind. Author and Wall Street Journal "Best on the Street" analyst Brian D. Egger teaches you how to identify trends in the market, filter through social media messages with "smart feeds," and use hashtags and cashtags that are truly relevant to your stock portfolios. You will also find expert advice for incorporating social media into your daily investment research; using it to communicate with analysts, advisors, and corporate executives; and forecasting what lies ahead for the world of investing. With Social Media Strategies for Investing, you will not only enhance your understanding of the stock market, but also use social media to maximize your profits!