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

View More author details

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

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...