The Blockchain Future

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Publisher :
ISBN 13 :
Total Pages : 180 pages
Book Rating : 4.7/5 (818 download)

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Book Synopsis The Blockchain Future by : Robert Seymour

Download or read book The Blockchain Future written by Robert Seymour and published by . This book was released on 2021-12-09 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to understand the whole new universe of Blockchain and Crypto technology then keep reading... This whole new world of Blockchain and Cryptocurrency that has exploded has made an impact that is hard to comprehend. Understanding the jargon is only the start of the journey. Governments, businesses, investors large and small not to mention the 'man in the street' that are trying to make sense of it all and if it will effect their lives personally and in their work environment. Well, it will effect everyone! And, very soon, if not already. The speed of Blockchain and Cryptocurrency development has never been seen before since the invention of the Internet. But, it's growing at over 100 times faster than the adoption of the Internet. But, don't panic... This book that is written for everyone who is interested in Crypto and Blockchain. It will provide an understanding of this amazing technology and the use cases that will impact our very existence. From the inception of Bitcoin to the alternative Cryptocurrencies to where the underlining technology is being utilized to make efficiencies in the real world. Every country in the world is adopting Blockchain technology in some form to provide their economies their ability to re-establish their internal structures. From being able to make purchases with Crypto such as groceries, cars, houses, holidays to making international payments within minutes at little cost. But, where the Blockchain really makes a difference are Smart Contracts. These contracts enable fast executable agreements between parties that are safe, secure and cannot be changed without all parties agreeing. We have brand new applications from gaming, trading, social media, banking, music, art and every conceivable idea that can be built without the need for huge infrastructure. This book will provide you with an easy read and without too much jargon of how it all started and a holistic view of where it's going! In this book you will discover: 87 most common used terminologies The rise of Cryptocurrency and Blockchain The technology that makes it all work The impact of being your own bank How the financial institutions are joining in the fun How social media will change That privacy does actually matter Use cases that you can experience now What the future will hold for you How fast new business models are happening What are NFTS and so much more... If you need to understand this whole new amazing technology, then scroll up and click the "Add to Cart" button now!

The Truth Machine

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Publisher : St. Martin's Press
ISBN 13 : 1250114608
Total Pages : 352 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis The Truth Machine by : Paul Vigna

Download or read book The Truth Machine written by Paul Vigna and published by St. Martin's Press. This book was released on 2018-02-27 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Views differ on bitcoin, but few doubt the transformative potential of Blockchain technology. The Truth Machine is the best book so far on what has happened and what may come along. It demands the attention of anyone concerned with our economic future." —Lawrence H. Summers, Charles W. Eliot University Professor and President Emeritus at Harvard, Former Treasury Secretary From Michael J. Casey and Paul Vigna, the authors of The Age of Cryptocurrency, comes the definitive work on the Internet’s Next Big Thing: The Blockchain. Big banks have grown bigger and more entrenched. Privacy exists only until the next hack. Credit card fraud is a fact of life. Many of the “legacy systems” once designed to make our lives easier and our economy more efficient are no longer up to the task. Yet there is a way past all this—a new kind of operating system with the potential to revolutionize vast swaths of our economy: the blockchain. In The Truth Machine, Michael J. Casey and Paul Vigna demystify the blockchain and explain why it can restore personal control over our data, assets, and identities; grant billions of excluded people access to the global economy; and shift the balance of power to revive society’s faith in itself. They reveal the disruption it promises for industries including finance, tech, legal, and shipping. Casey and Vigna expose the challenge of replacing trusted (and not-so-trusted) institutions on which we’ve relied for centuries with a radical model that bypasses them. The Truth Machine reveals the empowerment possible when self-interested middlemen give way to the transparency of the blockchain, while highlighting the job losses, assertion of special interests, and threat to social cohesion that will accompany this shift. With the same balanced perspective they brought to The Age of Cryptocurrency, Casey and Vigna show why we all must care about the path that blockchain technology takes—moving humanity forward, not backward.

Cross-Industry Use of Blockchain Technology and Opportunities for the Future

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Author :
Publisher : IGI Global
ISBN 13 : 1799836347
Total Pages : 228 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cross-Industry Use of Blockchain Technology and Opportunities for the Future by : Williams, Idongesit

Download or read book Cross-Industry Use of Blockchain Technology and Opportunities for the Future written by Williams, Idongesit and published by IGI Global. This book was released on 2020-05-22 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain is a technology that transcends cryptocurrencies. There are other services in different sectors of the economy that can benefit from the trust and security that blockchains offer. For example, financial institutions are using blockchains for international money transfer, and in logistics, it has been used for supply chain management and tracking of goods. As more global companies and governments are experimenting and deploying blockchain solutions, it is necessary to compile knowledge on the best practices, strategies, and failures in order to create a better awareness of how blockchain could either support or add value to other services. Cross-Industry Use of Blockchain Technology and Opportunities for the Future provides emerging research highlighting the possibilities inherent in blockchain for different sectors of the economy and the added value blockchain can provide for the future of these different sectors. Featuring coverage on a broad range of topics such as data privacy, information sharing, and digital identity, this book is ideally designed for IT specialists, consultants, design engineers, cryptographers, service designers, researchers, academics, government officials, and industry professionals.

The Truth Machine

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Author :
Publisher : Picador
ISBN 13 : 1250304172
Total Pages : 334 pages
Book Rating : 4.2/5 (53 download)

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Book Synopsis The Truth Machine by : Paul Vigna

Download or read book The Truth Machine written by Paul Vigna and published by Picador. This book was released on 2019-03-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Views differ on bitcoin, but few doubt the transformative potential of Blockchain technology. The Truth Machine is the best book so far on what has happened and what may come along. It demands the attention of anyone concerned with our economic future." —Lawrence H. Summers, Charles W. Eliot University Professor and President Emeritus at Harvard, Former Treasury Secretary From Michael J. Casey and Paul Vigna, the authors of The Age of Cryptocurrency, comes the definitive work on the Internet’s Next Big Thing: The Blockchain. Big banks have grown bigger and more entrenched. Privacy exists only until the next hack. Credit card fraud is a fact of life. Many of the “legacy systems” once designed to make our lives easier and our economy more efficient are no longer up to the task. Yet there is a way past all this—a new kind of operating system with the potential to revolutionize vast swaths of our economy: the blockchain. In The Truth Machine, Michael J. Casey and Paul Vigna demystify the blockchain and explain why it can restore personal control over our data, assets, and identities; grant billions of excluded people access to the global economy; and shift the balance of power to revive society’s faith in itself. They reveal the disruption it promises for industries including finance, tech, legal, and shipping. Casey and Vigna expose the challenge of replacing trusted (and not-so-trusted) institutions on which we’ve relied for centuries with a radical model that bypasses them. The Truth Machine reveals the empowerment possible when self-interested middlemen give way to the transparency of the blockchain, while highlighting the job losses, assertion of special interests, and threat to social cohesion that will accompany this shift. With the same balanced perspective they brought to The Age of Cryptocurrency, Casey and Vigna show why we all must care about the path that blockchain technology takes—moving humanity forward, not backward.

Blockchain Bubble Or Revolution

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Publisher : Paravane Ventures
ISBN 13 : 9780578528151
Total Pages : 242 pages
Book Rating : 4.5/5 (281 download)

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Book Synopsis Blockchain Bubble Or Revolution by : Aditya Agashe

Download or read book Blockchain Bubble Or Revolution written by Aditya Agashe and published by Paravane Ventures. This book was released on 2019-06-12 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some experts say that cryptocurrencies and blockchains are just a scam; others say they're "the most important invention since the internet." It's hard to tell who's right. Authored by Product Managers from Google, Microsoft, and Facebook, Bubble or Revolution cuts through the hype to offer a balanced, comprehensive, and accessible analysis of blockchains and cryptocurrencies. You'll learn the core concepts of these technologies and understand their strengths and weaknesses from real-world case studies; dive deep into their technical, economic, political, and legal complexities; and gain insights about their future from exclusive interviews with dozens of tech industry leaders. No coding or math needed! Are cryptocurrencies and blockchains a bubble or a revolution? We'll help you decide for yourself. What's inside: Bitcoin and the blockchain How Bitcoin and blockchains work from a technical perspective with no assumed technical knowledge Satoshi Nakamoto and the history of Bitcoin, the original blockchain A thorough overview of crucial crypto concepts (eg. blocks, keys, mining, nodes, etc.) Frameworks for understanding when it actually makes sense to use blockchain Major application scenarios for blockchain and cryptocurrencies and where it'll fall flat Public blockchains and altcoins Emerging trends in blockchain technology What you should know before buying any cryptocurrency An overview of Etherum and smart contracts An overview of the strengths and weaknesses of the top altcoins and stable coins, including Monero (XMR), Tether (USDT), and Bitcoin Cash (BCH) Alternatives to blockchain and cryptocurrencies New kinds of decentralized ledger technology (dlt) The economics of both traditional payment methods and cryptocurrencies Cryptocurrency security best practices and major breach case studies Private blockchains How blockchain, cryptocurrencies, and traditional banking and finance will interact with one another in the future Public blockchains vs private blockchains Limitations and shortcomings of public blockchains and cryptocurrencies The role of blockchain in the strategy of top tech companies like Facebook and Microsoft Case studies of how non-tech companies are effectively utilizing blockchain (eg. Walmart using it to prevent foodborne illness) Business blockchain case studies ranging from gaming (e.g. Xbox) to cloud services (e.g. Microsoft Azure's blockchain-as-a-service and Amazon's AWS offering) Blockchain's use for big data, internet of things (IoT), and machine learning (ML) Cryptocurrency regulation and policy ICOs vs STOs vs IPOs ICOs' status as securities The SEC's STO rules and Reg A+/CF/D/S KYC and AML laws The debate over whether cryptocurrencies are securities The official stance of various countries on crypto An overview of crypto policy and regulatory hurdles The role of crypto in emerging markets and China Digital democracy and voting on the blockchain The future of decentralized technology If, how, and when the tokenization of national currencies will play out Facebook and WhatsApp's upcoming cryptocurrencies Currency tokenization and China's efforts to tokenize the yuan Blockchain, IoT, and the tangle Cryptocurrencies vs. fiat vs. the gold standard Predictions about the future of money, business, and currency Why blockchains would do better on Mars than Earth

Bitcoin

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Author :
Publisher : Unbound Publishing
ISBN 13 : 1783520760
Total Pages : 266 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis Bitcoin by : Dominic Frisby

Download or read book Bitcoin written by Dominic Frisby and published by Unbound Publishing. This book was released on 2014-11-01 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the economic crisis of 2008, the website ‘bitcoin.org’ was registered by a mysterious computer programmer called Satoshi Nakamoto. A new form of money was born: electronic cash. Does Bitcoin have the potential to change how the world transacts financially? Or is it just a passing fad, even a major scam? In Bitcoin: The Future of Money?, MoneyWeek’s Dominic Frisby's explains this controversial new currency and how it came about, interviewing some of the key players in its development while casting light on its strange and murky origins, in particular the much-disputed identity of Nakamoto himself. Economic theory meets whodunnit mystery in this indispensable guide to one of the most divisive innovations of our time.

The Future of Money

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Publisher : Harvard University Press
ISBN 13 : 0674258444
Total Pages : 497 pages
Book Rating : 4.6/5 (742 download)

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Book Synopsis The Future of Money by : Eswar S. Prasad

Download or read book The Future of Money written by Eswar S. Prasad and published by Harvard University Press. This book was released on 2021-09-28 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge look at how accelerating financial change, from the end of cash to the rise of cryptocurrencies, will transform economies for better and worse. We think weÕve seen financial innovation. We bank from laptops and buy coffee with the wave of a phone. But these are minor miracles compared with the dizzying experiments now underway around the globe, as businesses and governments alike embrace the possibilities of new financial technologies. As Eswar Prasad explains, the world of finance is at the threshold of major disruption that will affect corporations, bankers, states, and indeed all of us. The transformation of money will fundamentally rewrite how ordinary people live. Above all, Prasad foresees the end of physical cash. The driving force wonÕt be phones or credit cards but rather central banks, spurred by the emergence of cryptocurrencies to develop their own, more stable digital currencies. Meanwhile, cryptocurrencies themselves will evolve unpredictably as global corporations like Facebook and Amazon join the game. The changes will be accompanied by snowballing innovations that are reshaping finance and have already begun to revolutionize how we invest, trade, insure, and manage risk. Prasad shows how these and other changes will redefine the very concept of money, unbundling its traditional functions as a unit of account, medium of exchange, and store of value. The promise lies in greater efficiency and flexibility, increased sensitivity to the needs of diverse consumers, and improved market access for the unbanked. The risk is instability, lack of accountability, and erosion of privacy. A lucid, visionary work, The Future of Money shows how to maximize the best and guard against the worst of what is to come.

Blockchain Wars

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Publisher :
ISBN 13 : 9781736544105
Total Pages : pages
Book Rating : 4.5/5 (441 download)

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Book Synopsis Blockchain Wars by : Evan McFarland

Download or read book Blockchain Wars written by Evan McFarland and published by . This book was released on 2021-02-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence and Blockchain for Future Cybersecurity Applications

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Publisher : Springer Nature
ISBN 13 : 3030745759
Total Pages : 376 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Artificial Intelligence and Blockchain for Future Cybersecurity Applications by : Yassine Maleh

Download or read book Artificial Intelligence and Blockchain for Future Cybersecurity Applications written by Yassine Maleh and published by Springer Nature. This book was released on 2021-04-30 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents state-of-the-art research on artificial intelligence and blockchain for future cybersecurity applications. The accepted book chapters covered many themes, including artificial intelligence and blockchain challenges, models and applications, cyber threats and intrusions analysis and detection, and many other applications for smart cyber ecosystems. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this particular area or those interested in grasping its diverse facets and exploring the latest advances on artificial intelligence and blockchain for future cybersecurity applications.

Blockchain

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Publisher :
ISBN 13 : 9780838946831
Total Pages : pages
Book Rating : 4.9/5 (468 download)

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Book Synopsis Blockchain by : Sandra Hirsh

Download or read book Blockchain written by Sandra Hirsh and published by . This book was released on 2019-11 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book in the Library Futures Series examines blockchain technology, a concept with far-reaching implications for the future of record keeping"--

Blockchain Applications in IoT Security

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Publisher : IGI Global
ISBN 13 : 1799824160
Total Pages : 275 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Blockchain Applications in IoT Security by : Patel, Harshita

Download or read book Blockchain Applications in IoT Security written by Patel, Harshita and published by IGI Global. This book was released on 2020-09-18 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like many other scientific innovations, scientists are looking to protect the internet of things (IoT) from unfortunate losses, theft, or misuse. As one of the current hot trends in the digital world, blockchain technology could be the solution for securing the IoT. Blockchain Applications in IoT Security presents research for understanding IoT-generated data security issues, existing security facilities and their limitations and future possibilities, and the role of blockchain technology. Featuring coverage on a broad range of topics such as cryptocurrency, remote monitoring, and smart computing, this book is ideally designed for security analysts, IT specialists, entrepreneurs, business professionals, academicians, researchers, students, and industry professionals seeking current studies on the limitations and possibilities behind competitive blockchain technologies.

Blockchain Technology and Applications for Digital Marketing

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Publisher : IGI Global
ISBN 13 : 1799880834
Total Pages : 329 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Blockchain Technology and Applications for Digital Marketing by : Bansal, Rohit

Download or read book Blockchain Technology and Applications for Digital Marketing written by Bansal, Rohit and published by IGI Global. This book was released on 2021-06-25 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain is a digital, decentralized technology that is continually growing and making quite a mark in digital marketing. Blockchain has brought a drastic change to technology in the last few years, and it is referred to as distributed ledger technology (DLT), which makes the historical backdrop of any computerized resource unalterable and straightforward using decentralization and cryptographic hashing. Blockchain is transforming digital marketing by removing companies’ abilities to pull data from customers without also offering to reimburse them for its value. Marketers can leverage the technology’s positive attributes that customers are searching for in today’s digital landscape, both in transparency and data protection. In terms of digital marketing, blockchain is one of the most important topics for its applications in the marketing field. Blockchain Technology and Applications for Digital Marketing provides insights on blockchain technology and its applications in digital marketing. This book grants a comprehensive understanding of how this technology is functioning within modern marketing and how it can influence the future of the digital marketing industry. The chapters cover the applications of blockchain, benefits and challenges, disruptive innovations in digital marketing, privacy and security concerns, and the recent trends of blockchain in digital marketing. It is ideally intended for marketers, advertisers, brand managers, executives, managers, IT specialists and consultants, researchers, businesses, practitioners, stakeholders, academicians, and students interested in blockchain technology and its role in digital marketing.

Blockchain Technologies and Applications for Digital Governance

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Publisher : IGI Global
ISBN 13 : 1799884953
Total Pages : 266 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Blockchain Technologies and Applications for Digital Governance by : Nijalingappa, Pradeep

Download or read book Blockchain Technologies and Applications for Digital Governance written by Nijalingappa, Pradeep and published by IGI Global. This book was released on 2021-11-05 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its inception, blockchain has evolved to become a crucial trending technology that massively impacts the fast-paced digital world. It has been a game-changing technology that is underpinned with cryptocurrencies like Ethereum and Bitcoin that eventually closed the doors for hacking activities. As blockchain is utilized across areas such as banking, voting, finance, healthcare, and manufacturing, it is important to examine the current trends, difficulties, opportunities, and future directions in order to utilize its full potential. Blockchain Technologies and Applications for Digital Governance addresses the impacts and future trends of blockchain, particularly for digital governance, and demonstrates the applications of blockchain in digital governance using case studies. Covering a range of topics from cybersecurity to real estate tokenization, it is ideal for industry professionals, researchers, academicians, instructors, practitioners, and students.

Decoding Blockchain for Business

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Publisher : Apress
ISBN 13 : 9781484261361
Total Pages : 145 pages
Book Rating : 4.2/5 (613 download)

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Book Synopsis Decoding Blockchain for Business by : Stijn Van Hijfte

Download or read book Decoding Blockchain for Business written by Stijn Van Hijfte and published by Apress. This book was released on 2020-08-19 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business professionals looking to understand the impact, future, and limitations of blockchain need look no further. This revolutionary technology has impacted business and the economy in unprecedented ways within the past decade, and it is only continuing to grow. As a leader in your organization, it is vital that you decode blockchain and optimize all the ways in which it can improve your business. Author of Decoding Blockchain for Business, Stijn Van Hijfte, expertly emphasizes the imperative of professionals in any sector of industry to understand the core concepts and implications of blockchain technology. Cryptocurrencies, cryptotrading, and constantly-changing tax structures for financial systems using blockchain technologies are covered in detail. The lasting effects of blockchain across specific industries such as media, real estate, finance, and regulatory bodies are addressed with an insightful eye from Van Hijfte. If not properly implemented with care and a foundation of knowledge, blockchain brings risks and uncertainties to a company. Know your technology to be ready for the present and the future, and stay ahead of the curve. Blockchain is here to stay, and Decoding Blockchain for Business is your professional roadmap. What You Will Learn Discover the risks associated with blockchain if not properly implemented Gain insights on how blockchain technology affects other booming topics such as AI, IoT, and RPA Look at the regulations surrounding Blockchain in different countries Who This Book Is For Business professionals looking to understand the impact, future, and limitations of Blockchain and how individuals and companies should prepare for this technology.

Building the Future of Food Safety Technology

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Publisher : Academic Press
ISBN 13 : 0128189533
Total Pages : 310 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Building the Future of Food Safety Technology by : Darin Detwiler

Download or read book Building the Future of Food Safety Technology written by Darin Detwiler and published by Academic Press. This book was released on 2020-06-16 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building the Future of Food Safety Technology: Blockchain and Beyond focuses on evaluating, developing, testing and predicting Blockchain’s impact on the food industry, the types of regulatory compliance needed, and other topics important pertaining to consumers. Blockchain is a technology that can be used to record transactions from multiple entities across a complex network. A record on a blockchain cannot be altered retroactively without the alteration of all preceding blocks and the consensus of the network. Blockchain is often associated with cryptocurrency, but it is being looked at more and more as a solution to food-supply problems. Presents the latest information on Blockchain’s impact in the food industry Bridges food technology and food safety Provides guidance and expert insights on the food supply chain

Blockchain, Artificial Intelligence and Financial Services

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Author :
Publisher : Springer Nature
ISBN 13 : 3030297616
Total Pages : 260 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Blockchain, Artificial Intelligence and Financial Services by : Sean Stein Smith

Download or read book Blockchain, Artificial Intelligence and Financial Services written by Sean Stein Smith and published by Springer Nature. This book was released on 2019-11-15 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain technology and artificial intelligence (AI) have the potential to transform how the accounting and financial services industries engage with the business, stakeholder and consumer communities. Presenting a blend of technical analysis with current and future applications, this book provides professionals with an action plan to embrace and move forward with these new technologies in financial and accounting organizations. It is written in a conversational style that is unbiased and objective, replacing jargon and technical details with real world case examples.

THE BLOCKCHAIN FUTURE 2022

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Author :
Publisher : Stefano Talarico
ISBN 13 : 9781803340432
Total Pages : 152 pages
Book Rating : 4.3/5 (44 download)

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Book Synopsis THE BLOCKCHAIN FUTURE 2022 by : 8bit's Culture

Download or read book THE BLOCKCHAIN FUTURE 2022 written by 8bit's Culture and published by Stefano Talarico. This book was released on 2022-03-25 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over recent years, cryptocurrency has generated more headlines than any other phenomenon in the world of finance. It has achieved things that no other investment mechanism has ever achieved, in a timescale that is barely believable. And it has resonated with a new generation of Internet-savvy entrepreneurs and consumers, who almost intrinsically understand its particular qualities and advantages. Yet as important as cryptocurrency has been in liberalizing finance and currency, the most important revolution in this sphere is still to occur. This is due to technology that has always underpinned cryptocurrency, without ever attracting the frenzied attention associated with the express escalation in the value of Bitcoin. The blockchain is the technology that makes cryptocurrency possible. It is an incredible innovation that makes it possible to compile huge registers of transactions, which can not only be updated in real-time, but also retain the privacy of those transactions indefinitely. The blockchain guarantees equality, granting all participants within a system equal access, while also ensuring that the vandalism of the system underlying the blockchain is impossible. This is no mean feat. It is something that has only become conceivable due to the paradigm shift that has occurred via what is sometimes described as the Technological Age. This whirlwind has swept up each and every one of us, at least in the Western world, in recent years. The unstoppable force created by technology can be exciting; offering a wealth of new opportunities and experiences. And it can be inspirational; enticing us with the possibility of exploring new frontiers and solving epoch-defining problems. But, perhaps above all else, it can be difficult to understand and keep up! The world revolves at a lightning pace nowadays, and the breakneck speed of change means that grasping the latest zeitgeist can be challenging. Technological development has been a fundamental part of human society since the first industrial revolution, but this change has certainly accelerated in the 21st century