Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases: Complete guide to ... and building apps with Blockchain based data - Softcover
Synopsis
From zero to hero with blockchain data. Learn how to travel a business data science pipeline and build real world solutions for Web 3
Key Features
- Get to grips with the blockchain´s analytics fundamentals
- Discover real world solutions by modeling blockchain data and learn to present/ deploy your projects
- Showcase your work and learn to build experience to launch your next opportunity in Web 3
Book Description
Data is the new Oil and Web 3 is starting to generate lots of it. This book aims to be a step-by-step guide for a data science project with practical examples, explanations, and ideas for portfolio development. In four main blocks, independent from each other, you’ll discover the industry best practices, tools, and sources needed to navigate your way as a professional of data in Web 3. Start by understanding blockchain key concepts and the essential data science tools needed to work in Web 3 projects. Read into the next chapters to explore the main sources of data that can help cope with those industry challenges, decoding smart contracts and building datasets. Disentangle feature engineering questions that may arise when dealing with blockchain data before diving in deeper into machine learning use cases where crypto data is being used. The book includes real world examples based on interviewed executives from renowned companies that are facing technical challenges when using data to foster innovation in the Web 3 environment.
Lastly, we will learn how to build experience in crypto data that you will able to demonstrate to recruiters in job interviews, academic purposes or potential clients. By the end of this book, you will be able to build complete data science projects using blockchain data.
What you will learn
- Discover onchain and offchain data and build datasets for ERC 721 tokens
- Leverage data science to answer industry-specific business questions in Web 3
- Learn where and how to showcase your work to land a Web 3 job
- Develop a portfolio showcasing sentiment analysis and crypto art generation projects
Who This Book Is For
If you are a Data Scientist, Blockchain developer, Web 3 Engineer you will learn how to extract data from the Web 3 ecosystem. If you are a business related professional additionally you will learn to use data science tools in the context of blockchain data. Some information of Data science would be needed to get the best of this book.
Table of Contents
- Where Data and Web3 Meet
- Working with On-Chain Data
- Off chain data
- NFTs datasets (Games, art, ENS)
- Exploratory data analysis & feature engineering
- Implementing Machine Learning Techniques on Crypto Data
- Sentiment analysis: NLP and crypto news
- Generative art: art and AI for NFTs
- Fraud detection: Anomaly detection
- Price prediction: with time series
- Marketing discovery: Graphs
- Data Narratives and deployment
- Building experience with crypto data – Buidl
- Companies’ initiatives
"synopsis" may belong to another edition of this title.
About the Author
Gabriela Castillo Areco has an M. Sc. in Big Data Science from TECNUM School of Engineering, University of Navarra. Gabriela has extensive experience in both the business and data aspects of the blockchain technology. She has worked in large companies and small ventures in roles as data scientist, data engineer and blockchain consultant before her current position (at the time of publishing) in IOV Lab’s BizOps team.
"About this title" may belong to another edition of this title.
Search results for Data Science for Web3: A comprehensive guide to decoding...
Seller Image
Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases (Paperback or Softback)
Published by
Packt Publishing 12/29/2023, 2023
ISBN 10: 1837637547
ISBN 13: 9781837637546
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases. Book. Seller Inventory # BBS-9781837637546
Stock Image
Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781837637546
Stock Image
Data Science for Web3
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781837637546
Stock Image
Data Science for Web3
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781837637546
Buy New
£ 40.48
£ 5.02 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Seller Image
Data Science for Web3
Published by
Packt Publishing Limited, GB, 2023
ISBN 10: 1837637547
ISBN 13: 9781837637546
New
Paperback
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. ?From zero to hero with blockchain data. Learn how to travel a business data science pipeline and build real world solutions for Web 3Key Features?Get to grips with the blockchain´s analytics fundamentals?Discover real world solutions by modeling blockchain data and learn to present/ deploy your projects?Showcase your work and learn to build experience to launch your next opportunity in Web 3Book Description?Data is the new Oil and Web 3 is starting to generate lots of it. This book aims to be a step-by-step guide for a data science project with practical examples, explanations, and ideas for portfolio development. ?In four main blocks, independent from each other, you'll discover the industry best practices, tools, and sources needed to navigate your way as a professional of data in Web 3. Start by understanding blockchain key concepts and the essential data science tools needed to work in Web 3 projects. ?Read into the next chapters to explore the main sources of data that can help cope with those industry challenge?s?, decoding smart contracts and building datasets. ?Disentangle feature engineering questions that may arise when dealing with blockchain data before diving in deeper into machine learning use cases where crypto data is being used. The book includes real world examples based on interviewed executives from renowned companies that are facing technical challenges when using data to foster innovation in the Web 3 environment.?Lastly, we will learn how to build experience ?in? crypto data that you will able to demonstrate to recruiters in job interviews, academic purposes or potential clients. By the end of this book, you will be able to build complete data science projects using blockchain data.What you will learnDiscover onchain and offchain data and build datasets for ERC 721 tokensLeverage data science to answer industry-specific business questions in Web 3Learn where and how to showcase your work to land a Web 3 jobDevelop a portfolio showcasing sentiment analysis and crypto art generation projectsWho this book is for?If you are a Data Scientist, Blockchain developer, Web 3 Engineer you will learn how to extract data from the Web 3 ecosystem. If you are a business related professional additionally you will learn to use data science tools in the context of blockchain data. Some information of Data science would be needed to get the best of this book. Seller Inventory # LU-9781837637546
Buy New
£ 50.32
Free Shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Data Science for Web3: Complete guide to exploring, modeling and building apps with Blockchain based data
Published by
Packt Publishing Limited, 2023
ISBN 10: 1837637547
ISBN 13: 9781837637546
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days. Seller Inventory # C9781837637546
Buy New
£ 44.51
£ 16.01 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Seller Image
Data Science for Web3
Published by
Packt Publishing Limited, GB, 2023
ISBN 10: 1837637547
ISBN 13: 9781837637546
New
Paperback
Seller: Rarewaves.com UK, London, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. ?From zero to hero with blockchain data. Learn how to travel a business data science pipeline and build real world solutions for Web 3Key Features?Get to grips with the blockchain´s analytics fundamentals?Discover real world solutions by modeling blockchain data and learn to present/ deploy your projects?Showcase your work and learn to build experience to launch your next opportunity in Web 3Book Description?Data is the new Oil and Web 3 is starting to generate lots of it. This book aims to be a step-by-step guide for a data science project with practical examples, explanations, and ideas for portfolio development. ?In four main blocks, independent from each other, you'll discover the industry best practices, tools, and sources needed to navigate your way as a professional of data in Web 3. Start by understanding blockchain key concepts and the essential data science tools needed to work in Web 3 projects. ?Read into the next chapters to explore the main sources of data that can help cope with those industry challenge?s?, decoding smart contracts and building datasets. ?Disentangle feature engineering questions that may arise when dealing with blockchain data before diving in deeper into machine learning use cases where crypto data is being used. The book includes real world examples based on interviewed executives from renowned companies that are facing technical challenges when using data to foster innovation in the Web 3 environment.?Lastly, we will learn how to build experience ?in? crypto data that you will able to demonstrate to recruiters in job interviews, academic purposes or potential clients. By the end of this book, you will be able to build complete data science projects using blockchain data.What you will learnDiscover onchain and offchain data and build datasets for ERC 721 tokensLeverage data science to answer industry-specific business questions in Web 3Learn where and how to showcase your work to land a Web 3 jobDevelop a portfolio showcasing sentiment analysis and crypto art generation projectsWho this book is for?If you are a Data Scientist, Blockchain developer, Web 3 Engineer you will learn how to extract data from the Web 3 ecosystem. If you are a business related professional additionally you will learn to use data science tools in the context of blockchain data. Some information of Data science would be needed to get the best of this book. Seller Inventory # LU-9781837637546
Buy New
£ 45.90
£ 65 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases
Seller: GoldBooks, Denver, CO, U.S.A.
Seller rating 5 out of 5 stars
Condition: new. Seller Inventory # 75R71_83_1837637547
Stock Image
Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Gut. Zustand: Gut | Seiten: 344 | Sprache: Englisch | Produktart: Bücher | Gain in-depth knowledge of the essential resources and tools required to extract valuable insights from blockchain data with this comprehensive guide empowering you to contribute to the evolution of the next-generation internet. Seller Inventory # 42963566/3
Seller Image
Data Science for Web3 : A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Be part of the future of Web3, decoding blockchain data to build trust in the next-generation internetKey Features:Build a deep understanding of the fundamentals of blockchain analyticsExtract actionable business insights by modeling blockchain dataShowcase your work and gain valuable experience to seize opportunities in the Web3 ecosystemPurchase of the print or Kindle book includes a free PDF Elektronisches BuchBook Description:Data 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 blocksIdentify reliable sources of on-chain and off-chain data to build robust datasetsUnderstand key Web3 business questions and how data science can offer solutionsBuild your skills to create and query NFT- and DeFi-specific datasetsImplement a machine learning toolbox with real-world use cases in the Web3 spaceWho 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. Seller Inventory # 9781837637546