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Data Science for Web3

Data Science for Web3 PDF Author: Gabriela Castillo Areco
Publisher: Packt Publishing Ltd
ISBN: 1837635587
Category : Computers
Languages : en
Pages : 344

Book Description
Be part of the future of Web3, decoding blockchain data to build trust in the next-generation internet Key Features Build a deep understanding of the fundamentals of blockchain analytics Extract actionable business insights by modeling blockchain data Showcase your work and gain valuable experience to seize opportunities in the Web3 ecosystem Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionData is the new oil and Web3 is generating it at an unprecedented rate. Complete with practical examples, detailed explanations, and ideas for portfolio development, this comprehensive book serves as a step-by-step guide covering the industry best practices, tools, and resources needed to easily navigate the world of data in Web3. You’ll begin by acquiring a solid understanding of key blockchain concepts and the fundamental data science tools essential for Web3 projects. The subsequent chapters will help you explore the main data sources that can help address industry challenges, decode smart contracts, and build DeFi- and NFT-specific datasets. You’ll then tackle the complexities of feature engineering specific to blockchain data and familiarize yourself with diverse machine learning use cases that leverage Web3 data. The book includes interviews with industry leaders providing insights into their professional journeys to drive innovation in the Web 3 environment. Equipped with experience in handling crypto data, you’ll be able to demonstrate your skills in job interviews, academic pursuits, or when engaging potential clients. By the end of this book, you’ll have the essential tools to undertake end-to-end data science projects utilizing blockchain data, empowering you to help shape the next-generation internet.What you will learn Understand the core components of blockchain transactions and blocks Identify reliable sources of on-chain and off-chain data to build robust datasets Understand key Web3 business questions and how data science can offer solutions Build your skills to create and query NFT- and DeFi-specific datasets Implement a machine learning toolbox with real-world use cases in the Web3 space Who this book is for This book is designed for data professionals—data analysts, data scientists, or data engineers— and business professionals, aiming to acquire the skills for extracting data from the Web3 ecosystem, as it demonstrates how to effectively leverage data tools for in-depth analysis of blockchain transactional data. If you seek hands-on experience, you'll find value in the shared repository, enabling you to experiment with the provided solutions. While not mandatory, a basic understanding of statistics, machine learning, and Python will enhance your learning experience.

Data Science for Web3

Data Science for Web3 PDF Author: Gabriela Castillo Areco
Publisher: Packt Publishing Ltd
ISBN: 1837635587
Category : Computers
Languages : en
Pages : 344

Book Description
Be part of the future of Web3, decoding blockchain data to build trust in the next-generation internet Key Features Build a deep understanding of the fundamentals of blockchain analytics Extract actionable business insights by modeling blockchain data Showcase your work and gain valuable experience to seize opportunities in the Web3 ecosystem Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionData is the new oil and Web3 is generating it at an unprecedented rate. Complete with practical examples, detailed explanations, and ideas for portfolio development, this comprehensive book serves as a step-by-step guide covering the industry best practices, tools, and resources needed to easily navigate the world of data in Web3. You’ll begin by acquiring a solid understanding of key blockchain concepts and the fundamental data science tools essential for Web3 projects. The subsequent chapters will help you explore the main data sources that can help address industry challenges, decode smart contracts, and build DeFi- and NFT-specific datasets. You’ll then tackle the complexities of feature engineering specific to blockchain data and familiarize yourself with diverse machine learning use cases that leverage Web3 data. The book includes interviews with industry leaders providing insights into their professional journeys to drive innovation in the Web 3 environment. Equipped with experience in handling crypto data, you’ll be able to demonstrate your skills in job interviews, academic pursuits, or when engaging potential clients. By the end of this book, you’ll have the essential tools to undertake end-to-end data science projects utilizing blockchain data, empowering you to help shape the next-generation internet.What you will learn Understand the core components of blockchain transactions and blocks Identify reliable sources of on-chain and off-chain data to build robust datasets Understand key Web3 business questions and how data science can offer solutions Build your skills to create and query NFT- and DeFi-specific datasets Implement a machine learning toolbox with real-world use cases in the Web3 space Who this book is for This book is designed for data professionals—data analysts, data scientists, or data engineers— and business professionals, aiming to acquire the skills for extracting data from the Web3 ecosystem, as it demonstrates how to effectively leverage data tools for in-depth analysis of blockchain transactional data. If you seek hands-on experience, you'll find value in the shared repository, enabling you to experiment with the provided solutions. While not mandatory, a basic understanding of statistics, machine learning, and Python will enhance your learning experience.

Cryptocurrencies

Cryptocurrencies PDF Author: Mark Grabowski
Publisher: Routledge
ISBN: 0429513577
Category : Business & Economics
Languages : en
Pages : 141

Book Description
Already in just a decade of existence, cryptocurrencies have been the world’s best-performing financial asset, outperforming stocks, bonds, commodities and currencies. This comprehensive yet concise book will enable the reader to learn about the nuts and bolts of cryptocurrencies, including their history, technology, regulations and economics. Additionally, this book teaches sound investment strategies that already work along with the spectrum of risks and returns. This book provides a plain-language primer for beginners worldwide on how to confidently navigate the rapidly evolving world of cryptocurrencies. Beginning by cutting to the chase, the author lists the common burning questions about cryptocurrency and provides succinct answers. Next, he gives an overview of cryptocurrency’s underlying technology: blockchain. He then explores the history of cryptocurrency and why it’s attracted so much attention. With that foundation, readers will be ready to understand how to invest in cryptocurrency: how cryptocurrency differs from traditional investments such as stocks, how to decide which cryptocurrency to invest in, how to acquire it, how to send and receive it, along with investment strategies. Additionally, legal issues, social implications, cybersecurity risks and the vocabulary of cryptocurrency are also covered, including Bitcoin and the many alternative cryptocurrencies. Written by a journalist-turned-professor, this book’s appeal lies in its succinct, informative and easy-to-understand style. It will be of great interest to anyone looking to further their understanding of what cryptocurrency is, why it’s a big deal, how to acquire it, how to send and receive it, and investment strategies.

Proceedings of International Conference on Communication and Computational Technologies

Proceedings of International Conference on Communication and Computational Technologies PDF Author: Sandeep Kumar
Publisher: Springer Nature
ISBN: 9819934850
Category : Technology & Engineering
Languages : en
Pages : 992

Book Description
This book gathers selected papers presented at 5th International Conference on Communication and Computational Technologies (ICCCT 2023), jointly organized by Soft Computing Research Society (SCRS) and Rajasthan Institute of Engineering & Technology (RIET), Jaipur, during January 28–29, 2023. The book is a collection of state-of-the art research work in the cutting-edge technologies related to the communication and intelligent systems. The topics covered are algorithms and applications of intelligent systems, informatics and applications, and communication and control systems.

Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

Smart Applications with Advanced Machine Learning and Human-Centred Problem Design PDF Author: D. Jude Hemanth
Publisher: Springer Nature
ISBN: 303109753X
Category : Technology & Engineering
Languages : en
Pages : 801

Book Description
This book brings together the most recent, quality research papers accepted and presented in the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021) held in Antalya, Turkey between 1-3 October 2021. Objective of the content is to provide important and innovative research for developments-improvements within different engineering fields, which are highly interested in using artificial intelligence and applied mathematics. As a collection of the outputs from the ICAIAME 2021, the book is specifically considering research outcomes including advanced use of machine learning and careful problem designs on human-centred aspects. In this context, it aims to provide recent applications for real-world improvements making life easier and more sustainable for especially humans. The book targets the researchers, degree students, and practitioners from both academia and the industry.

The Great Web 3.0 Glossary

The Great Web 3.0 Glossary PDF Author: Nikolas Beutin
Publisher: Fachmedien Recht und Wirtschaft
ISBN: 3800595486
Category : Law
Languages : en
Pages : 369

Book Description
Metaverse, Non-Fungible Tokens (NFTs), Cryptocurrencies, Blockchain, Artificial Intelligence (AI), Service Robots etc. are a rapidly expanding field with an ever-increasing number of terms and community-specific jargon. A new term is not always accompanied by something truly novel. In addition to verbal "pseudo-innuendos" and "crypto-slang" introduced with the intent of attracting attention quickly, there are several significant new developments. The issue with this development is that the risk of "Babylonian language confusion" is growing exponentially. Our observations indicate that this risk is particularly prevalent in the dialogue between science and practice. This book hopes to contribute to the clarification with quick access to all key terms. Obviously, many online marketplaces, platforms, encyclopedias, and glossaries already exist. However, our pre-book analysis has revealed that neither is even close to completion, sometimes with imprecise language and often with contradictory definitions and explanations. This glossary provides quick access for managers, students, and professors alike who are faced with the topics in their daily work. Students may keep track of the web 3.0's numerous terms as they study it. Instructors, teachers, and professors may use it as a guide for a consistent use of Metaverse, NFT, Cryptocurrency, and Blockchain terminology. Although, the more than 1,300 explanations of the individual terms are scientifically based, the focus is on easy understanding of the terms. The authors have made an effort to provide clear and concise definitions, an application-focused perspective, and simple language.

Finance

Finance PDF Author: Erik Banks
Publisher: Taylor & Francis
ISBN: 1000849864
Category : Business & Economics
Languages : en
Pages : 379

Book Description
Now in its fourth edition, Finance: The Basics is a clear and practical introduction to the world of finance. It thoroughly explains essential financial statements, tools, and concepts; fundamental financial instruments and transactions; and global financial participants, markets, and systems. This fully revised edition captures the most important aspects of a changing financial landscape, including: A new chapter dedicated to the emerging world of digital currencies, with a review of digital finance and a detailed discussion of regulated and unregulated digital currencies (including cryptocurrencies) New sections dealing with a range of social issues that directly impact on finance, including sustainability; environmental, social, and governance (ESG) and socially responsible investing (SRI) imperatives; microfinance; and impact investing Twelve updated real-world case studies ('Finance in Action' studies) and nine new case studies focused on annuities, sustainability, green financings, microfinance, digital currencies, financial technology/decentralised finance, ESG and SRI investing, quantitative easing and tightening, and the financial emergence of China A concise and comprehensive glossary containing key terms discussed in the book Supplemental digital resources, including PowerPoints for instructors and a test bank of questions for students Each chapter is accompanied by an overview and summary, illustrations and tables, real-life case studies, and recommended readings. Finance: The Basics is essential reading for anyone interested in the fascinating world of finance.

Mastering Bitcoin

Mastering Bitcoin PDF Author: Andreas M. Antonopoulos
Publisher: "O'Reilly Media, Inc."
ISBN: 1491954345
Category : Computers
Languages : en
Pages : 414

Book Description
Join the technological revolution that’s taking the financial world by storm. Mastering Bitcoin is your guide through the seemingly complex world of bitcoin, providing the knowledge you need to participate in the internet of money. Whether you’re building the next killer app, investing in a startup, or simply curious about the technology, this revised and expanded second edition provides essential detail to get you started. Bitcoin, the first successful decentralized digital currency, is still in its early stages and yet it’s already spawned a multi-billion-dollar global economy open to anyone with the knowledge and passion to participate. Mastering Bitcoin provides the knowledge. You simply supply the passion. The second edition includes: A broad introduction of bitcoin and its underlying blockchain—ideal for non-technical users, investors, and business executives An explanation of the technical foundations of bitcoin and cryptographic currencies for developers, engineers, and software and systems architects Details of the bitcoin decentralized network, peer-to-peer architecture, transaction lifecycle, and security principles New developments such as Segregated Witness, Payment Channels, and Lightning Network A deep dive into blockchain applications, including how to combine the building blocks offered by this platform into higher-level applications User stories, analogies, examples, and code snippets illustrating key technical concepts

Hype Machine: How Greed, Fraud and Free Money Crashed Crypto

Hype Machine: How Greed, Fraud and Free Money Crashed Crypto PDF Author: Joshua Oliver
Publisher: Heligo Books
ISBN: 1785120980
Category : Business & Economics
Languages : en
Pages : 268

Book Description
'A gripping real-life financial thriller.' CLAER BARRETT, AUTHOR OF WHAT THEY DON'T TEACH YOU ABOUT MONEY 'Anybody who wants to understand the cryptocurrency mania should read Hype Machine.' LIONEL BARBER, FORMER EDITOR OF THE FINANCIAL TIMES On 2 November 2023, in one of the largest fraud trials in history, Sam Bankman-Fried was found guilty of stealing billions of dollars from the customers of his crypto-exchange, FTX. How did this 31-year-old Californian in shorts and a T-shirt manage to become one of the most famous CEOs in the world? How did greed, fear and free money inflate the crypto bubble until it finally popped with devastating consequences for millions of people who lost money in the crash? Who were the enablers, investors and innovators who transformed the original promise of crypto into a digital Wild West? Hype Machine is the definitive story of the boom and bust of crypto, written by award-winning Financial Times journalist Joshua Oliver. Expansive, nuanced and eminently entertaining, it demystifies the crypto circus by following the journeys of its most influential participants and the trajectory of SBF, its enigmatic ringmaster. Oliver, who reported on the crypto crash with extensive access to SBF himself, introduces readers to the people and ideas that shaped crypto's wild rise and fall, including Arthur Hayes, Changpeng Zhao and the coterie of acolytes who surrounded FTX. Through exclusive interviews, compelling research and with ringside seats at the trial of the decade, he paints a vivid, detailed and tragi-comic picture of this defining financial moment of our times.

There's No Such Thing as Crypto Crime

There's No Such Thing as Crypto Crime PDF Author: Nick Furneaux
Publisher: John Wiley & Sons
ISBN: 1394164831
Category : Business & Economics
Languages : en
Pages : 385

Book Description
Hands-on guidance for professionals investigating crimes that include cryptocurrency In There’s No Such Thing as Crypto Crime: An Investigators Guide, accomplished cybersecurity and forensics consultant Nick Furneaux delivers an expert discussion of the key methods used by cryptocurrency investigators, including investigations on Bitcoin and Ethereum type blockchains. The book explores the criminal opportunities available to malicious actors in the crypto universe, as well as the investigative principles common to this realm. The author explains in detail a variety of essential topics, including how cryptocurrency is used in crime, exploiting wallets, and investigative methodologies for the primary chains, as well as digging into important areas such as tracing through contracts, coin-swaps, layer 2 chains and bridges. He also provides engaging and informative presentations of: Strategies used by investigators around the world to seize the fruits of crypto-related crime How non-fungible tokens, new alt-currency tokens, and decentralized finance factor into cryptocurrency crime The application of common investigative principles—like discovery—to the world of cryptocurrency An essential and effective playbook for combating crypto-related financial crime, There’s No Such Thing as Crypto Crime will earn a place in the libraries of financial investigators, fraud and forensics professionals, and cybercrime specialists.

Mastering Bitcoin

Mastering Bitcoin PDF Author: Andreas M. Antonopoulos
Publisher: "O'Reilly Media, Inc."
ISBN: 1491921986
Category : Computers
Languages : en
Pages : 277

Book Description
Want to join the technological revolution that’s taking the world of finance by storm? Mastering Bitcoin is your guide through the seemingly complex world of bitcoin, providing the requisite knowledge to help you participate in the internet of money. Whether you’re building the next killer app, investing in a startup, or simply curious about the technology, this practical book is essential reading. Bitcoin, the first successful decentralized digital currency, is still in its infancy and it’s already spawned a multi-billion dollar global economy. This economy is open to anyone with the knowledge and passion to participate. Mastering Bitcoin provides you with the knowledge you need (passion not included). This book includes: A broad introduction to bitcoin—ideal for non-technical users, investors, and business executives An explanation of the technical foundations of bitcoin and cryptographic currencies for developers, engineers, and software and systems architects Details of the bitcoin decentralized network, peer-to-peer architecture, transaction lifecycle, and security principles Offshoots of the bitcoin and blockchain inventions, including alternative chains, currencies, and applications User stories, analogies, examples, and code snippets illustrating key technical concepts