Data Science For Web3
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Data Science For Web3
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Author : Gabriela Castillo Areco
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-12-29
Data Science For Web3 written by Gabriela Castillo Areco and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Computers categories.
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.
Blockchain Data Analytics For Dummies
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Author : Michael G. Solomon
language : en
Publisher: John Wiley & Sons
Release Date : 2020-10-06
Blockchain Data Analytics For Dummies written by Michael G. Solomon and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-06 with Computers categories.
Get ahead of the curve—learn about big data on the blockchain Blockchain came to prominence as the disruptive technology that made cryptocurrencies work. Now, data pros are using blockchain technology for faster real-time analysis, better data security, and more accurate predictions. Blockchain Data Analytics For Dummies is your quick-start guide to harnessing the potential of blockchain. Inside this book, technologists, executives, and data managers will find information and inspiration to adopt blockchain as a big data tool. Blockchain expert Michael G. Solomon shares his insight on what the blockchain is and how this new tech is poised to disrupt data. Set your organization on the cutting edge of analytics, before your competitors get there! Learn how blockchain technologies work and how they can integrate with big data Discover the power and potential of blockchain analytics Establish data models and quickly mine for insights and results Create data visualizations from blockchain analysis Discover how blockchains are disrupting the data world with this exciting title in the trusted For Dummies line!
Applied Machine Learning For Data Science Practitioners
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Author : Vidya Subramanian
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-01
Applied Machine Learning For Data Science Practitioners written by Vidya Subramanian and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-01 with Mathematics categories.
A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the foundation for understanding ML. Data Preparation covers the process of framing ML problems and preparing data and features for modeling. ML Problem Solving introduces you to a range of ML algorithms, including Regression, Classification, Ranking, Clustering, Patterns, Time Series, and Anomaly Detection. Model Optimization explores frameworks, decision trees, and ensemble methods to enhance performance and guide the selection of the most effective model. ML Ethics addresses ethical considerations, including fairness, accountability, transparency, and ethics. Model Deployment and Monitoring focuses on production deployment, performance monitoring, and adapting to model drift.
Data Science And Big Data Analytics
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Author : Durgesh Mishra
language : en
Publisher: Springer Nature
Release Date : 2024-03-16
Data Science And Big Data Analytics written by Durgesh Mishra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-16 with Computers categories.
This book features high-quality research papers presented at the Third International Conference on Data Science and Big Data Analytics (IDBA 2023), organized by Sri Aurobindo Institute of Technology, Indore, India, in association with ACM and IEEE Computer Society in hybrid mode during June 16–17, 2023. This book discusses the topics such as data science, artificial intelligence, machine learning, quantum computing, big data and cloud security, computation security, big data security, information security, forecasting, data analytics, mathematics for data science, graph theory and application in data science, data visualization, computer vision, and analytics for social networks.
Decentralizing The Online Experience With Web3 Technologies
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2024-03-18
Decentralizing The Online Experience With Web3 Technologies written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-18 with Computers categories.
The internet has undergone a remarkable metamorphosis since its inception. From the static web of the early days (Web 1.0) to the interactive and social web (Web 2.0), and now to the decentralized, intelligent, and immersive web (Web3), the evolution has been nothing short of astounding. This radical transformation has ushered in a new era in the digital realm, one that promises to reshape how we learn, communicate, transact, and interact with the world. Decentralizing the Online Experience with Web3 Technologies offers an exploration of the Web3 era, a transformative phase in the evolution of the internet. Beginning with the foundational understanding of Web3's core concepts, technologies, and tools, readers embark on a journey through the driving forces fueling its growth. The book demystifies blockchain technology, elucidating its basics and the practicalities of wallets and transactions. It delves into the world of cryptocurrencies, particularly Ethereum, and explores the disruptive potential of Decentralized Finance (DeFi). This knowledge empowers a diverse audience, from students to professionals and researchers across information technology, business, education, media, social sciences, and humanities.
Concepts Technologies Challenges And The Future Of Web 3
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Author : Lekhi, Pooja
language : en
Publisher: IGI Global
Release Date : 2023-08-29
Concepts Technologies Challenges And The Future Of Web 3 written by Lekhi, Pooja and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-29 with Computers categories.
Web3 is a term which refers to the third generation of the World Wide Web; it is a decentralized internet architecture that uses blockchain technology, smart contracts, and other decentralized technologies to create a more secure and transparent internet.Concepts, Technologies, Challenges, and the Future of Web 3 is led by researchers with a valuable mix of industry and academic experience. The book delves into the concepts of decentralization, trustlessness, and interoperability and explores the challenges of Web3, including scalability, security, and regulatory compliance. It examines the current and potential future use cases of Web3, such as decentralized finance, supply chain management, identity verification, and decentralized social networks. “The core building blocks of Web3” is not just for researchers, academics, and students in computer science and related fields but also for developers, entrepreneurs, and businesses looking to build applications and services in the Web3 space. It offers a clear understanding of the technical and conceptual frameworks underpinning Web3 and the challenges and opportunities in the decentralized web. Moreover, the book is valuable for policymakers, regulators, and legal professionals interested in understanding the regulatory frameworks and legal implications of Web3. It provides insights into the potential impact of Web3 on governance, regulation, and law, highlighting the need for new policy frameworks to address the challenges and opportunities presented by the decentralized web.
Metaverse And Web3 A Beginner S Guide
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Author : Utpal Chakraborty
language : en
Publisher: BPB Publications
Release Date : 2022-12-17
Metaverse And Web3 A Beginner S Guide written by Utpal Chakraborty and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-17 with Computers categories.
Metaverse the Next Revolution of the Internet DESCRIPTION The Metaverse is the next generation of the virtual reality-based digital world where users can engage in rich, multidimensional interactions with one another and virtual objects. Moreover, the Web3 revolution represents a technological breakthrough essential to the Metaverse creation. This book, ‘Metaverse and Web3’, provides a comprehensive overview of the technology involved in creating a Metaverse and the commercial possibilities that arise from this development. The role of many technologies in building a Metaverse is examined in detail, including Web3, 3D design and reconstruction, Blockchain, Smart Contracts, NFTs, and augmented and virtual reality. The book also discusses how the Metaverse will eventually replace the current web experience, moving it from a Web2 style to a fully immersive Web3 one. The book covers some topics like virtual properties in the Metaverse, games in the Metaverse, DeFi lending and borrowing platforms, decentralized applications, smart contracts, and decentralized autonomous organizations (DAOs). Additionally, the book also includes topics such as "Metaverse Avatars," "Crypto Arts," "Metaverse Music," and many other digital assets. Moreover, the book briefly overviews some of the most well-known Metaverse platforms, including Decentraland, Axie Infinity, Superworld, Cryptovoxels, The Sandbox, and Somnium Space. Most notably, this book shines in the following areas: ● Easy to understand the basics of Web3, Metaverse, and decentralized applications. ● Web3, 3D design/reconstruction, blockchain, smart contracts, NFTs, and augmented reality technology. ● Advantages of a Web3 environment above the current digital environment. ● Exploration of potential economic opportunities in the Metaverse. ● Gain knowledge of Metaverse Virtual Real Estate, Metaverse Gaming, Defi, Defi Lending and Borrowing Platforms, DApps, Smart Contracts, and DAOs. ● Various Metaverse components such as Metaverse Avatar, Crypto Art, and Metaverse Music Digital Assets. ● Learn the dos and don'ts of making money with cryptocurrency and how to make the most of your crypto holdings. ● Metaverse platforms include Decentraland, Axie Infinity, Superworld, Cryptovoxels, The Sandbox, and Somnium Space. WHO THIS BOOK IS FOR Anyone interested in interpreting the business landscape of the Metaverse and Web3, including developers, consultants, executives, investors, analysts, managers, students, and researchers, must read this book. TABLE OF CONTENTS 1. History 2. Web 3.0 3. Technologies Involved in Web 3.0 4. Role of Cryptocurrencies 5. Role of Blockchain 6. Role of Augmented Reality (AR) and Virtual Reality (VR) 7. NFT (Non-Fungible Token) 8. Centralized vs Decentralized 9. 3D Design and 3D Reconstruction 10. Web 3.0 and Artificial Intelligence 11. Metaverse and Blended Education 4.0 12. Governance, Security, and Privacy 13. Future of Blockchain and AI 14. Blockchain Use Cases in Different Industries 15. Entertainment and Fashion Industries in the Metaverse 16. Healthcare Industry in the Metaverse 17. Investment Guide - NFT, Cryptocurrency 18. Facebook Meta 19. Business Models and Opportunities in the Virtual Economy 20. Virtual Real Estate 21. Popular Metaverse Platforms 22. World of Gaming 23. Ways to Generate Crypto Income 24. Technologies Involved in Building Metaverse 25. Defi, Dapps, Smart Contracts, and DAOs 26. How to Avoid Risks and Scams in Metaverse 27. Current Challenges and Opportunities 28. Crypto Art and Metaverse Music 29. Importance of Metaverse Avatar 30. Metaverse and Digital Assets
Advancements In The New World Of Web 3 A Look Toward The Decentralized Future
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Author : Thomason, Jane
language : en
Publisher: IGI Global
Release Date : 2023-06-28
Advancements In The New World Of Web 3 A Look Toward The Decentralized Future written by Thomason, Jane and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-28 with Computers categories.
The rapidly evolving world of Web 3 presents a complex and multifaceted landscape for academic scholars. Understanding the intricacies and potential of Web 3 can be overwhelming for individuals and businesses trying to keep up with the technology, as it involves not only blockchain technology and cryptocurrencies, but also smart contracts. Staying updated on the latest advancements, regulatory frameworks, and real-world use cases is crucial for scholars striving to remain at the forefront of this revolutionary paradigm. Advancements in the New World of Web 3: A Look Toward the Decentralized Future answers the call for guidance through FinTech and Web 3 advancements that academic scholars navigating these complexities truly need. Authored by two experts in blockchain and fintech, Dr. Jane Thomason, and Dr. Elizabeth Ivwurie, this comprehensive book provides an exploration of Web 3's aspects, regulations, risks, and challenges. With meticulous analysis of the blockchain technology stack, cryptography, consensus algorithms, and distributed ledgers, scholars gain a deep understanding of Web 3's foundational elements. Real-world use cases demonstrate the transformative potential of Web 3 technologies, covering topics such as cryptocurrency classifications, the impact of smart contracts, and scaling challenges. This indispensable resource empowers scholars to navigate complexities, seize opportunities, and contribute to the advancements of Web 3's profound impact on society.
Accelerating Discoveries In Data Science And Artificial Intelligence I
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Author : Frank M. Lin
language : en
Publisher: Springer Nature
Release Date : 2024-05-28
Accelerating Discoveries In Data Science And Artificial Intelligence I written by Frank M. Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-28 with Mathematics categories.
The Volume 1 book on Accelerating Discoveries in Data Science and Artificial Intelligence (Proceedings of ICDSAI 2023), that was held on April 24-25, 2023 by CSUSB USA, the International Association of Academicians (IAASSE), and the Lendi Institute of Engineering and Technology, Vizianagaram, India is intended to be used as a reference book for researchers and practitioners in the disciplines of AI and data science. The book introduces key topics and algorithms and explains how these contribute to healthcare, manufacturing, law, finance, retail, real estate, accounting, digital marketing, and various other fields. The book is primarily meant for academics, researchers, and engineers who want to employ data science techniques and AI applications to address real-world issues. Besides that, businesses and technology creators will also find it appealing to use in industry.
Advances In Data Analytics For Influencer Marketing An Interdisciplinary Approach
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Author : Soumi Dutta
language : en
Publisher: Springer Nature
Release Date : 2024-08-23
Advances In Data Analytics For Influencer Marketing An Interdisciplinary Approach written by Soumi Dutta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-23 with Computers categories.
In the ever-evolving landscape of digital marketing, influencer marketing has emerged as a game-changer, captivating audiences and driving brand engagement like never before. However, success in this dynamic field requires more than just intuition—it demands a mastery of data analytics and an interdisciplinary approach. Introducing this groundbreaking book equips marketers, analysts, and business leaders with the tools and strategies to navigate the complexities of influencer marketing with precision and confidence. Written by leading experts in the field, this comprehensive book explores the intersection of data analytics, consumer behavior, and influencer marketing, offering a holistic perspective on this powerful marketing technique. This book equips the readers with the knowledge and tools to stay ahead of the curve and drive unparalleled success in the ever-evolving world of influencer marketing.