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

Product type Paperback

Published in Dec 2023

Publisher Packt

ISBN-13 9781837637546

Length 344 pages

Edition 1st Edition

Languages

Python

Tools

Blockchain

Concepts

Blockchain

Author (1):

Gabriela Castillo Areco

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Table of Contents (23) Chapters

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

Why subscribe?

19. Other Books You May Enjoy

Appendix 1

1. Appendix 2

2. Appendix 3

Prices:
- Support CoinMarketCap. (2020). Security check. How are prices calculated on CoinMarketCap? https://support.coinmarketcap.com/hc/en-us/articles/360015968632-How-are-prices-calculated-on-CoinMarketCap-
- Crypto API documentation. (n.d.). CoinGecko. https://www.coingecko.com/api/documentation
- Account. (n.d.). Cryptocurrency Prices, Charts And Market Capitalizations | CoinMarketCap. https://coinmarketcap.com/api/documentation/v1/
- CoinMarketCap. (n.d.). Most trusted cryptocurrency market data API | CoinMarketCap. coinmarketcap.com. https://coinmarketcap.com/api/faq
- Useful Chainlink tutorials. Chainlink. (2022). Learning resources. Chainlink documentation: https://docs.chain.link/getting-started/other-tutorials/
- To further expand on oracles. Chainlink, What is an Oracle in blockchain? » explained. Blockchain Oracles for Hybrid Smart Contracts | Chainlink: https://chain.link/education/blockchain-oracles...

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Table of Contents (23) Chapters

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Table of Contents (23) Chapters

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