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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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Concepts
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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
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Toc

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

Building Experience with Crypto Data – BUIDL

If you fail to plan, you plan to fail. – Benjamin Franklin, 1790

Education empowers us to create value, whether by contributing to a company or establishing our ventures. If you’ve acquired this book, it is because you recognize the potential to unlock value from blockchain data—value that the market would pay for. In the Web3 landscape, there are a lot of BUIDLing opportunities to create solutions that contribute to the adoption of a more transparent system. According to Binance’s website (https://academy.binance.com/en/glossary/buidl): “BUIDL is a warping of the word “build” in the same fashion as “HODL.” BUIDL is a call to arms for building and contributing to the blockchain and cryptocurrency ecosystem (…) The BUIDL movement believes that (…), people should start contributing proactively in order to help adoption and improve the ecosystem people invested...

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