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Data Science for Web3

You're reading from   Data Science for Web3 A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781837637546
Length 344 pages
Edition 1st Edition
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Author (1):
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Gabriela Castillo Areco Gabriela Castillo Areco
Author Profile Icon Gabriela Castillo Areco
Gabriela Castillo Areco
Gabriela Castillo Areco holds an M.Sc. in big data science from the TECNUM School of Engineering, University of Navarra. With extensive experience in both the business and data facets of blockchain technology, Gabriela has undertaken roles as a data scientist, machine learning analyst, and blockchain consultant in both large corporations and small ventures. She served as a professor of new crypto businesses at Torcuato di Tella University and is currently a member of the BizOps data team at IOV Labs.
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Table of Contents (23) Chapters Close

Preface 1. Part 1 Web3 Data Analysis Basics
2. Chapter 1: Where Data and Web3 Meet FREE CHAPTER 3. Chapter 2: Working with On-Chain Data 4. Chapter 3: Working with Off-Chain Data 5. Chapter 4: Exploring the Digital Uniqueness of NFTs – Games, Art, and Identity 6. Chapter 5: Exploring Analytics on DeFi 7. Part 2 Web3 Machine Learning Cases
8. Chapter 6: Preparing and Exploring Our Data 9. Chapter 7: A Primer on Machine Learning and Deep Learning 10. Chapter 8: Sentiment Analysis – NLP and Crypto News 11. Chapter 9: Generative Art for NFTs 12. Chapter 10: A Primer on Security and Fraud Detection 13. Chapter 11: Price Prediction with Time Series 14. Chapter 12: Marketing Discovery with Graphs 15. Part 3 Appendix
16. Chapter 13: Building Experience with Crypto Data – BUIDL 17. Chapter 14: Interviews with Web3 Data Leaders 18. Index 19. Other Books You May Enjoy Appendix 1
1. Appendix 2
2. Appendix 3

Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

The Essential Guide to Web3

Vijay Krishnan

ISBN: 978-1-80181-347-1

  • Get an in-depth understanding of Ethereum’s ecosystem, its status, and key EIPs and ERCs
  • Gain practical skills using non-custodial wallets such as MetaMask for blockchain transactions
  • Write, debug, and deploy smart contracts on test networks
  • Discover Web3 dev tools and set up a local environment
  • Get to grips with tokenomics and create ERC20, ERC721, and ERC1155 tokens
  • Explore decentralized storage with IPFS and integrate it into your Web3 projects
  • Expand your NFT strategy with APIs and SDKs to lead in the NFT space

Mastering Blockchain - Fourth Edition

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ISBN: 978-1-80324-106-7

  • Grasp the mechanisms behind Bitcoin, Ethereum, and other cryptocurrencies
  • Understand...
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Authors (1)

Profile icon Gabriela Castillo Areco
Gabriela Castillo Areco
LinkedIn icon
Gabriela Castillo Areco holds an M.Sc. in big data science from the TECNUM School of Engineering, University of Navarra. With extensive experience in both the business and data facets of blockchain technology, Gabriela has undertaken roles as a data scientist, machine learning analyst, and blockchain consultant in both large corporations and small ventures. She served as a professor of new crypto businesses at Torcuato di Tella University and is currently a member of the BizOps data team at IOV Labs.
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See other products by Gabriela Castillo Areco

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